diff --git a/frontend/src/api/authApi.ts b/frontend/src/api/authApi.ts
index 72402b7..1844164 100644
--- a/frontend/src/api/authApi.ts
+++ b/frontend/src/api/authApi.ts
@@ -6,11 +6,11 @@ export async function reissueToken() {
 }
 
 export async function getProfile() {
-  return api
-    .get<MemberResponse>('/auth/profile', {
-      withCredentials: true,
-    })
-    .then(({ data }) => data);
+  return api.get<MemberResponse>('/auth/profile').then(({ data }) => data);
+}
+
+export async function logout() {
+  return api.post('/auth/logout').then(({ data }) => data);
 }
 
 export async function saveFcmToken(token: string) {
diff --git a/frontend/src/api/axiosConfig.ts b/frontend/src/api/axiosConfig.ts
index 600f8db..c6b8e14 100644
--- a/frontend/src/api/axiosConfig.ts
+++ b/frontend/src/api/axiosConfig.ts
@@ -27,9 +27,8 @@ api.interceptors.response.use(
     return api
       .post<RefreshTokenResponse>(REFRESH_URL)
       .then(({ data }) => {
-        console.log(data);
         const { accessToken } = data;
-        useAuthStore.getState().setLoggedIn(true, accessToken);
+        useAuthStore.getState().setToken(accessToken);
         if (error.config) {
           return api(error.config);
         }
diff --git a/frontend/src/api/imageApi.ts b/frontend/src/api/imageApi.ts
index 5fe3572..aaa0aec 100644
--- a/frontend/src/api/imageApi.ts
+++ b/frontend/src/api/imageApi.ts
@@ -47,11 +47,11 @@ export async function uploadImageFile(memberId: number, projectId: number, folde
 export async function uploadImageFolder(memberId: number, projectId: number, files: File[]) {
   const formData = new FormData();
   files.forEach((file) => {
-    formData.append('folderZip', file);
+    formData.append('imageList', file);
   });
 
   return api
-    .post(`/projects/${projectId}/folders/${0}/images/zip`, formData, {
+    .post(`/projects/${projectId}/folders/${0}/images/file`, formData, {
       params: { memberId },
     })
     .then(({ data }) => data);
diff --git a/frontend/src/api/lablingApi.ts b/frontend/src/api/lablingApi.ts
index 2d103ec..0c922c9 100644
--- a/frontend/src/api/lablingApi.ts
+++ b/frontend/src/api/lablingApi.ts
@@ -10,14 +10,6 @@ export async function saveImageLabels(
   return api.post(`/projects/${projectId}/images/${imageId}/label`, data).then(({ data }) => data);
 }
 
-export async function runAutoLabel(projectId: number, memberId: number) {
-  return api
-    .post(
-      `/projects/${projectId}/label/auto`,
-      {},
-      {
-        params: { memberId },
-      }
-    )
-    .then(({ data }) => data);
+export async function runAutoLabel(projectId: number, modelId = 1) {
+  return api.post(`/projects/${projectId}/auto`, { modelId }).then(({ data }) => data);
 }
diff --git a/frontend/src/api/modelApi.ts b/frontend/src/api/modelApi.ts
index 106b735..0f7e99e 100644
--- a/frontend/src/api/modelApi.ts
+++ b/frontend/src/api/modelApi.ts
@@ -1,12 +1,20 @@
 import api from '@/api/axiosConfig';
-import { ModelRequest, ModelResponse, ProjectModelsResponse, ModelCategoryResponse } from '@/types';
+import {
+  ModelRequest,
+  ModelResponse,
+  ProjectModelsResponse,
+  ModelCategoryResponse,
+  ModelTrainRequest,
+  ResultResponse,
+  ReportResponse,
+} from '@/types';
 
 export async function updateModelName(projectId: number, modelId: number, modelData: ModelRequest) {
   return api.put<ModelResponse>(`/projects/${projectId}/models/${modelId}`, modelData).then(({ data }) => data);
 }
 
-export async function trainModel(projectId: number) {
-  return api.post(`/projects/${projectId}/train`).then(({ data }) => data);
+export async function trainModel(projectId: number, trainData: ModelTrainRequest) {
+  return api.post(`/projects/${projectId}/train`, trainData).then(({ data }) => data);
 }
 
 export async function getProjectModels(projectId: number) {
@@ -20,3 +28,11 @@ export async function addProjectModel(projectId: number, modelData: ModelRequest
 export async function getModelCategories(modelId: number) {
   return api.get<ModelCategoryResponse[]>(`/models/${modelId}/categories`).then(({ data }) => data);
 }
+
+export async function getModelResults(modelId: number) {
+  return api.get<ResultResponse[]>(`/results/model/${modelId}`).then(({ data }) => data);
+}
+
+export async function getModelReports(projectId: number, modelId: number) {
+  return api.get<ReportResponse[]>(`/projects/${projectId}/reports/model/${modelId}`).then(({ data }) => data);
+}
diff --git a/frontend/src/components/AdminLayout/index.tsx b/frontend/src/components/AdminLayout/index.tsx
index a413caa..80e6f89 100644
--- a/frontend/src/components/AdminLayout/index.tsx
+++ b/frontend/src/components/AdminLayout/index.tsx
@@ -13,7 +13,7 @@ export default function AdminLayout() {
           <AdminProjectSidebar />
 
           <ResizablePanel className="flex w-full items-center">
-            <main className="h-full grow">
+            <main className="h-full grow overflow-y-auto">
               <Outlet />
             </main>
           </ResizablePanel>
diff --git a/frontend/src/components/CanvasControlBar/index.stories.tsx b/frontend/src/components/CanvasControlBar/index.stories.tsx
index a910ce8..52d945d 100644
--- a/frontend/src/components/CanvasControlBar/index.stories.tsx
+++ b/frontend/src/components/CanvasControlBar/index.stories.tsx
@@ -6,4 +6,9 @@ export default {
   component: CanvasControlBar,
 };
 
-export const Default = () => <CanvasControlBar saveJson={() => {}} />;
+export const Default = () => (
+  <CanvasControlBar
+    saveJson={() => {}}
+    projectType="segmentation"
+  />
+);
diff --git a/frontend/src/components/CanvasControlBar/index.tsx b/frontend/src/components/CanvasControlBar/index.tsx
index 56fd7c1..8f86cbf 100644
--- a/frontend/src/components/CanvasControlBar/index.tsx
+++ b/frontend/src/components/CanvasControlBar/index.tsx
@@ -2,16 +2,22 @@ import useCanvasStore from '@/stores/useCanvasStore';
 import { LucideIcon, MousePointer2, PenTool, Save, Square } from 'lucide-react';
 import { cn } from '@/lib/utils';
 
-export default function CanvasControlBar({ saveJson }: { saveJson: () => void }) {
+export default function CanvasControlBar({
+  saveJson,
+  projectType,
+}: {
+  saveJson: () => void;
+  projectType: 'classification' | 'detection' | 'segmentation';
+}) {
   const drawState = useCanvasStore((state) => state.drawState);
   const setDrawState = useCanvasStore((state) => state.setDrawState);
   const buttonBaseClassName = 'rounded-lg p-2 transition-colors ';
   const buttonClassName = 'hover:bg-gray-100';
   const activeButtonClassName = 'bg-primary stroke-white';
+
   const controls: { [key: string]: LucideIcon } = {
     pointer: MousePointer2,
-    rect: Square,
-    pen: PenTool,
+    ...(projectType === 'segmentation' ? { pen: PenTool } : { rect: Square }),
   };
 
   return (
@@ -31,7 +37,7 @@ export default function CanvasControlBar({ saveJson }: { saveJson: () => void })
           </button>
         );
       })}
-
+      <div className="h-5 w-0.5 rounded bg-gray-400" />
       <button
         className={cn(buttonClassName, buttonBaseClassName)}
         onClick={saveJson}
diff --git a/frontend/src/components/Header/UserProfileForm.tsx b/frontend/src/components/Header/UserProfileForm.tsx
new file mode 100644
index 0000000..584290b
--- /dev/null
+++ b/frontend/src/components/Header/UserProfileForm.tsx
@@ -0,0 +1,46 @@
+import { useState } from 'react';
+import { Button } from '../ui/button';
+import useAuthStore from '@/stores/useAuthStore';
+import useLogoutQuery from '@/queries/auth/useLogoutQuery';
+export default function UserProfileForm({ onClose }: { onClose: () => void }) {
+  const profile = useAuthStore((state) => state.profile);
+  const { nickname, profileImage } = profile || { nickname: '', profileImage: '' };
+
+  const logoutMutation = useLogoutQuery();
+  const [isLoggingOut, setIsLoggingOut] = useState<boolean>(false);
+
+  const handleLogout = async () => {
+    setIsLoggingOut(true);
+    logoutMutation.mutate(undefined, {
+      onSuccess: () => {
+        onClose();
+      },
+    });
+  };
+  return (
+    <div className="flex flex-col gap-5">
+      <div className="flex items-center gap-4">
+        {profileImage ? (
+          <img
+            src={profileImage}
+            alt={`${nickname}'s profile`}
+            className="h-16 w-16 rounded-full"
+          />
+        ) : (
+          <div className="h-16 w-16 rounded-full bg-gray-300"></div>
+        )}
+
+        <div className="text-lg font-bold">{nickname || 'Guest'}</div>
+      </div>
+
+      <Button
+        onClick={handleLogout}
+        variant="outlinePrimary"
+        className="mt-4"
+        disabled={isLoggingOut}
+      >
+        {isLoggingOut ? '로그아웃 중...' : '로그아웃'}
+      </Button>
+    </div>
+  );
+}
diff --git a/frontend/src/components/Header/UserProfileModal.tsx b/frontend/src/components/Header/UserProfileModal.tsx
new file mode 100644
index 0000000..9e92679
--- /dev/null
+++ b/frontend/src/components/Header/UserProfileModal.tsx
@@ -0,0 +1,31 @@
+import React from 'react';
+import { Dialog, DialogContent, DialogHeader, DialogTrigger } from '../ui/dialogCustom';
+import { User } from 'lucide-react';
+import UserProfileForm from './UserProfileForm';
+
+export default function UserProfileModal() {
+  const [isOpen, setIsOpen] = React.useState(false);
+
+  const handleOpen = () => setIsOpen(true);
+  const handleClose = () => setIsOpen(false);
+
+  return (
+    <Dialog
+      open={isOpen}
+      onOpenChange={setIsOpen}
+    >
+      <DialogTrigger asChild>
+        <button
+          className="flex items-center justify-center p-2"
+          onClick={handleOpen}
+        >
+          <User className="h-4 w-4 text-black sm:h-5 sm:w-5" />
+        </button>
+      </DialogTrigger>
+      <DialogContent className="max-w-sm">
+        <DialogHeader title="프로필" />
+        <UserProfileForm onClose={handleClose} />
+      </DialogContent>
+    </Dialog>
+  );
+}
diff --git a/frontend/src/components/Header/index.tsx b/frontend/src/components/Header/index.tsx
index 0375839..d1a2fab 100644
--- a/frontend/src/components/Header/index.tsx
+++ b/frontend/src/components/Header/index.tsx
@@ -1,7 +1,8 @@
 import * as React from 'react';
 import { cn } from '@/lib/utils';
-import { Bell, User } from 'lucide-react';
+import { Bell } from 'lucide-react';
 import { useLocation, Link, useParams } from 'react-router-dom';
+import UserProfileModal from './UserProfileModal';
 
 export interface HeaderProps extends React.HTMLAttributes<HTMLDivElement> {}
 
@@ -60,7 +61,7 @@ export default function Header({ className, ...props }: HeaderProps) {
       {!isHomePage && (
         <div className="flex items-center gap-4 md:gap-5">
           <Bell className="h-4 w-4 text-black sm:h-5 sm:w-5" />
-          <User className="h-4 w-4 text-black sm:h-5 sm:w-5" />
+          <UserProfileModal />
         </div>
       )}
     </header>
diff --git a/frontend/src/components/ImageCanvas/index.tsx b/frontend/src/components/ImageCanvas/index.tsx
index 2a04e5d..01e2074 100644
--- a/frontend/src/components/ImageCanvas/index.tsx
+++ b/frontend/src/components/ImageCanvas/index.tsx
@@ -10,16 +10,17 @@ import CanvasControlBar from '../CanvasControlBar';
 import { Label } from '@/types';
 import useLabelJson from '@/hooks/useLabelJson';
 import { saveImageLabels } from '@/api/lablingApi';
+import useProjectStore from '@/stores/useProjectStore';
 
 export default function ImageCanvas() {
-  const project = useCanvasStore((state) => state.project)!;
+  const project = useProjectStore((state) => state.project)!;
   const { id: imageId, imagePath, dataPath } = useCanvasStore((state) => state.image)!;
   const { data: labelData, refetch } = useLabelJson(dataPath, project);
   const { shapes } = labelData || [];
   const selectedLabelId = useCanvasStore((state) => state.selectedLabelId);
   const setSelectedLabelId = useCanvasStore((state) => state.setSelectedLabelId);
   const sidebarSize = useCanvasStore((state) => state.sidebarSize);
-  const stageWidth = window.innerWidth * ((100 - sidebarSize) / 100) - 280;
+  const stageWidth = window.innerWidth * ((100 - sidebarSize) / 100) - 200;
   const stageHeight = window.innerHeight - 64;
   const stageRef = useRef<Konva.Stage>(null);
   const dragLayerRef = useRef<Konva.Layer>(null);
@@ -344,7 +345,10 @@ export default function ImageCanvas() {
 
         <Layer ref={dragLayerRef} />
       </Stage>
-      <CanvasControlBar saveJson={saveJson} />
+      <CanvasControlBar
+        saveJson={saveJson}
+        projectType={project.type}
+      />
     </div>
   ) : (
     <div></div>
diff --git a/frontend/src/components/ImageUploadFileModal/ImageUploadFileForm.tsx b/frontend/src/components/ImageUploadFileModal/ImageUploadFileForm.tsx
index 6f8e01c..74c9e5f 100644
--- a/frontend/src/components/ImageUploadFileModal/ImageUploadFileForm.tsx
+++ b/frontend/src/components/ImageUploadFileModal/ImageUploadFileForm.tsx
@@ -2,7 +2,7 @@ import { useState } from 'react';
 import { Button } from '../ui/button';
 import { cn } from '@/lib/utils';
 import useAuthStore from '@/stores/useAuthStore';
-import { X } from 'lucide-react';
+import { CircleCheckBig, CircleDashed, CircleX, X } from 'lucide-react';
 import useUploadImageFileQuery from '@/queries/projects/useUploadImageFileQuery';
 
 export default function ImageUploadFileForm({
@@ -40,6 +40,8 @@ export default function ImageUploadFileForm({
 
       setFiles((prevFiles) => [...prevFiles, ...newImages]);
     }
+
+    event.target.value = '';
   };
 
   const handleDragOver = (event: React.DragEvent<HTMLDivElement>) => {
@@ -120,16 +122,40 @@ export default function ImageUploadFileForm({
               className={cn('flex items-center justify-between p-1')}
             >
               <span className="truncate">{file.webkitRelativePath || file.name}</span>
-              <button
-                className={'cursor-pointer p-2'}
-                onClick={() => handleRemoveFile(index)}
-              >
-                <X
-                  color="red"
-                  size={16}
-                  strokeWidth="2"
-                />
-              </button>
+              {isUploading ? (
+                <div className="p-2">
+                  {isUploaded ? (
+                    <CircleCheckBig
+                      className="stroke-green-500"
+                      size={20}
+                      strokeWidth="2"
+                    />
+                  ) : isFailed ? (
+                    <CircleX
+                      className="stroke-red-500"
+                      size={20}
+                      strokeWidth="2"
+                    />
+                  ) : (
+                    <CircleDashed
+                      className="stroke-gray-500"
+                      size={20}
+                      strokeWidth="2"
+                    />
+                  )}
+                </div>
+              ) : (
+                <button
+                  className={'cursor-pointer p-2'}
+                  onClick={() => handleRemoveFile(index)}
+                >
+                  <X
+                    color="red"
+                    size={16}
+                    strokeWidth="2"
+                  />
+                </button>
+              )}
             </li>
           ))}
         </ul>
diff --git a/frontend/src/components/ImageUploadFolderModal/ImageUploadFolderForm.tsx b/frontend/src/components/ImageUploadFolderModal/ImageUploadFolderForm.tsx
index cde32d5..0995671 100644
--- a/frontend/src/components/ImageUploadFolderModal/ImageUploadFolderForm.tsx
+++ b/frontend/src/components/ImageUploadFolderModal/ImageUploadFolderForm.tsx
@@ -2,7 +2,7 @@ import { useState } from 'react';
 import { Button } from '../ui/button';
 import { cn } from '@/lib/utils';
 import useAuthStore from '@/stores/useAuthStore';
-import { X } from 'lucide-react';
+import { CircleCheckBig, CircleDashed, CircleX, X } from 'lucide-react';
 import useUploadImageFolderQuery from '@/queries/projects/useUploadImageFolderQuery';
 
 export default function ImageUploadFolderForm({ onClose, projectId }: { onClose: () => void; projectId: number }) {
@@ -27,6 +27,8 @@ export default function ImageUploadFolderForm({ onClose, projectId }: { onClose:
     if (newFiles) {
       setFiles((prevFiles) => [...prevFiles, ...Array.from(newFiles)]);
     }
+
+    event.target.value = '';
   };
 
   const handleDragOver = (event: React.DragEvent<HTMLDivElement>) => {
@@ -105,16 +107,40 @@ export default function ImageUploadFolderForm({ onClose, projectId }: { onClose:
               className={cn('flex items-center justify-between p-1')}
             >
               <span className="truncate">{file.webkitRelativePath || file.name}</span>
-              <button
-                className={'cursor-pointer p-2'}
-                onClick={() => handleRemoveFile(index)}
-              >
-                <X
-                  color="red"
-                  size={16}
-                  strokeWidth="2"
-                />
-              </button>
+              {isUploading ? (
+                <div className="p-2">
+                  {isUploaded ? (
+                    <CircleCheckBig
+                      className="stroke-green-500"
+                      size={20}
+                      strokeWidth="2"
+                    />
+                  ) : isFailed ? (
+                    <CircleX
+                      className="stroke-red-500"
+                      size={20}
+                      strokeWidth="2"
+                    />
+                  ) : (
+                    <CircleDashed
+                      className="stroke-gray-500"
+                      size={20}
+                      strokeWidth="2"
+                    />
+                  )}
+                </div>
+              ) : (
+                <button
+                  className={'cursor-pointer p-2'}
+                  onClick={() => handleRemoveFile(index)}
+                >
+                  <X
+                    color="red"
+                    size={16}
+                    strokeWidth="2"
+                  />
+                </button>
+              )}
             </li>
           ))}
         </ul>
diff --git a/frontend/src/components/ImageUploadZipModal/ImageUploadZipForm.tsx b/frontend/src/components/ImageUploadZipModal/ImageUploadZipForm.tsx
index 9cb0646..647bdf4 100644
--- a/frontend/src/components/ImageUploadZipModal/ImageUploadZipForm.tsx
+++ b/frontend/src/components/ImageUploadZipModal/ImageUploadZipForm.tsx
@@ -2,7 +2,7 @@ import { useState } from 'react';
 import { Button } from '../ui/button';
 import { cn } from '@/lib/utils';
 import useAuthStore from '@/stores/useAuthStore';
-import { X } from 'lucide-react';
+import { CircleCheckBig, CircleDashed, CircleX, X } from 'lucide-react';
 import useUploadImageZipQuery from '@/queries/projects/useUploadImageZipQuery';
 
 export default function ImageUploadZipForm({ onClose, projectId }: { onClose: () => void; projectId: number }) {
@@ -27,6 +27,8 @@ export default function ImageUploadZipForm({ onClose, projectId }: { onClose: ()
     if (newFiles) {
       setFile(newFiles[0]);
     }
+
+    event.target.value = '';
   };
 
   const handleDragOver = (event: React.DragEvent<HTMLDivElement>) => {
@@ -103,16 +105,40 @@ export default function ImageUploadZipForm({ onClose, projectId }: { onClose: ()
       {file && (
         <div className={'flex items-center justify-between p-1'}>
           <span className="truncate">{file.webkitRelativePath || file.name}</span>
-          <button
-            className={'cursor-pointer p-2'}
-            onClick={() => handleRemoveFile()}
-          >
-            <X
-              color="red"
-              size={16}
-              strokeWidth="2"
-            />
-          </button>
+          {isUploading ? (
+            <div className="p-2">
+              {isUploaded ? (
+                <CircleCheckBig
+                  className="stroke-green-500"
+                  size={20}
+                  strokeWidth="2"
+                />
+              ) : isFailed ? (
+                <CircleX
+                  className="stroke-red-500"
+                  size={20}
+                  strokeWidth="2"
+                />
+              ) : (
+                <CircleDashed
+                  className="stroke-gray-500"
+                  size={20}
+                  strokeWidth="2"
+                />
+              )}
+            </div>
+          ) : (
+            <button
+              className={'cursor-pointer p-2'}
+              onClick={() => handleRemoveFile()}
+            >
+              <X
+                color="red"
+                size={16}
+                strokeWidth="2"
+              />
+            </button>
+          )}
         </div>
       )}
       {isUploading ? (
diff --git a/frontend/src/components/ModelLineChart/index.tsx b/frontend/src/components/ModelLineChart/index.tsx
deleted file mode 100644
index 2627611..0000000
--- a/frontend/src/components/ModelLineChart/index.tsx
+++ /dev/null
@@ -1,114 +0,0 @@
-'use client';
-
-import { TrendingUp } from 'lucide-react';
-import { CartesianGrid, Line, LineChart, XAxis } from 'recharts';
-
-import { Card, CardContent, CardDescription, CardFooter, CardHeader, CardTitle } from '@/components/ui/card';
-import { ChartConfig, ChartContainer, ChartTooltip, ChartTooltipContent } from '@/components/ui/chart';
-
-interface MetricData {
-  epoch: string;
-  loss1: number;
-  loss2: number;
-  loss3: number;
-  fitness: number;
-}
-
-interface ModelLineChartProps {
-  data: MetricData[];
-}
-
-const chartConfig = {
-  loss1: {
-    label: 'Loss 1',
-    color: '#FF6347', // 토마토색
-  },
-  loss2: {
-    label: 'Loss 2',
-    color: '#1E90FF', // 다저블루색
-  },
-  loss3: {
-    label: 'Loss 3',
-    color: '#32CD32', // 라임색
-  },
-  fitness: {
-    label: 'Fitness',
-    color: '#FFD700', // 골드색
-  },
-} satisfies ChartConfig;
-
-export default function ModelLineChart({ data }: ModelLineChartProps) {
-  return (
-    <Card>
-      <CardHeader>
-        <CardTitle>Model Training Metrics</CardTitle>
-        <CardDescription>Loss and Fitness over Epochs</CardDescription>
-      </CardHeader>
-      <CardContent>
-        <ChartContainer config={chartConfig}>
-          <LineChart
-            accessibilityLayer
-            data={data}
-            margin={{
-              left: 12,
-              right: 12,
-            }}
-          >
-            <CartesianGrid vertical={false} />
-            <XAxis
-              dataKey="epoch"
-              tickLine={false}
-              axisLine={false}
-              tickMargin={8}
-              tickFormatter={(value) => `Epoch ${value}`}
-            />
-            <ChartTooltip
-              cursor={false}
-              content={<ChartTooltipContent />}
-            />
-            <Line
-              dataKey="loss1"
-              type="monotone"
-              stroke={chartConfig.loss1.color}
-              strokeWidth={2}
-              dot={false}
-            />
-            <Line
-              dataKey="loss2"
-              type="monotone"
-              stroke={chartConfig.loss2.color}
-              strokeWidth={2}
-              dot={false}
-            />
-            <Line
-              dataKey="loss3"
-              type="monotone"
-              stroke={chartConfig.loss3.color}
-              strokeWidth={2}
-              dot={false}
-            />
-            <Line
-              dataKey="fitness"
-              type="monotone"
-              stroke={chartConfig.fitness.color}
-              strokeWidth={2}
-              dot={false}
-            />
-          </LineChart>
-        </ChartContainer>
-      </CardContent>
-      <CardFooter>
-        <div className="flex w-full items-start gap-2 text-sm">
-          <div className="grid gap-2">
-            <div className="flex items-center gap-2 font-medium leading-none">
-              Trending up by 5.2% this epoch <TrendingUp className="h-4 w-4" />
-            </div>
-            <div className="text-muted-foreground flex items-center gap-2 leading-none">
-              Showing training loss and fitness for the current model
-            </div>
-          </div>
-        </div>
-      </CardFooter>
-    </Card>
-  );
-}
diff --git a/frontend/src/components/ModelManage/EvaluationTab.tsx b/frontend/src/components/ModelManage/EvaluationTab.tsx
index 5824787..9dd0639 100644
--- a/frontend/src/components/ModelManage/EvaluationTab.tsx
+++ b/frontend/src/components/ModelManage/EvaluationTab.tsx
@@ -1,55 +1,130 @@
 import { Label } from '@/components/ui/label';
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select';
-import ModelBarChart from '@/components/ModelBarChart';
+import useProjectModelsQuery from '@/queries/models/useProjectModelsQuery';
+import useModelReportsQuery from '@/queries/models/useModelReportsQuery';
+import useModelResultsQuery from '@/queries/models/useModelResultsQuery';
+import ModelBarChart from './ModelBarChart';
+import ModelLineChart from './ModelLineChart';
+import { useState } from 'react';
 
 interface EvaluationTabProps {
-  selectedModel: string | null;
-  setSelectedModel: (model: string | null) => void;
+  projectId: number | null;
 }
 
-export default function EvaluationTab({ selectedModel, setSelectedModel }: EvaluationTabProps) {
+export default function EvaluationTab({ projectId }: EvaluationTabProps) {
+  const [selectedModel, setSelectedModel] = useState<number | null>(null);
+  const { data: models } = useProjectModelsQuery(projectId ?? 0);
+
   return (
     <div>
-      <div className="mb-4">
-        <Label htmlFor="select-model">모델 선택</Label>
-        <Select onValueChange={setSelectedModel}>
-          <SelectTrigger id="select-model">
-            <SelectValue placeholder="모델을 선택하세요" />
-          </SelectTrigger>
-          <SelectContent>
-            <SelectItem value="genesis">Genesis</SelectItem>
-            <SelectItem value="explorer">Explorer</SelectItem>
-            <SelectItem value="quantum">Quantum</SelectItem>
-          </SelectContent>
-        </Select>
-      </div>
+      <ModelSelection
+        models={models}
+        setSelectedModel={setSelectedModel}
+      />
 
       {selectedModel && (
-        <div className="grid gap-8 md:grid-cols-2">
-          <div className="flex flex-col gap-6">
-            <ModelBarChart
-              data={[
-                { name: 'precision', value: 0.734, fill: 'var(--color-precision)' },
-                { name: 'recall', value: 0.75, fill: 'var(--color-recall)' },
-                { name: 'mAP50', value: 0.995, fill: 'var(--color-map50)' },
-                { name: 'mAP50_95', value: 0.97, fill: 'var(--color-map50-95)' },
-                { name: 'fitness', value: 0.973, fill: 'var(--color-fitness)' },
-              ]}
-            />
-          </div>
-          <div className="flex flex-col justify-center">
-            <LabelingPreview />
-          </div>
-        </div>
+        <ModelEvaluation
+          projectId={projectId as number}
+          selectedModel={selectedModel}
+        />
       )}
     </div>
   );
 }
 
-function LabelingPreview() {
+interface ModelSelectionProps {
+  models: Array<{ id: number; name: string }> | undefined;
+  setSelectedModel: (modelId: number) => void;
+}
+
+function ModelSelection({ models, setSelectedModel }: ModelSelectionProps) {
   return (
-    <div className="flex items-center justify-center rounded-lg border bg-white p-4">
-      <p>레이블링 프리뷰</p>
+    <div className="mb-4">
+      <Label htmlFor="select-model">모델 선택</Label>
+      <Select onValueChange={(value) => setSelectedModel(parseInt(value))}>
+        <SelectTrigger id="select-model">
+          <SelectValue placeholder="모델을 선택하세요" />
+        </SelectTrigger>
+        <SelectContent>
+          {models?.map((model) => (
+            <SelectItem
+              key={model.id}
+              value={model.id.toString()}
+            >
+              {model.name}
+            </SelectItem>
+          ))}
+        </SelectContent>
+      </Select>
+    </div>
+  );
+}
+
+interface ModelEvaluationProps {
+  projectId: number;
+  selectedModel: number;
+}
+
+function ModelEvaluation({ projectId, selectedModel }: ModelEvaluationProps) {
+  const { data: reportData } = useModelReportsQuery(projectId, selectedModel);
+  const { data: resultData } = useModelResultsQuery(selectedModel);
+
+  if (!reportData || !resultData) return null;
+
+  const trainingInfoRow = (
+    <div className="flex justify-between rounded-lg bg-gray-100 p-4">
+      <div className="flex-1 text-center">
+        <strong>Epochs</strong>
+        <p>{resultData[0]?.epochs}</p>
+      </div>
+      <div className="flex-1 text-center">
+        <strong>Batch Size</strong>
+        <p>{resultData[0]?.batch}</p>
+      </div>
+      <div className="flex-1 text-center">
+        <strong>Learning Rate (Start)</strong>
+        <p>{resultData[0]?.lr0}</p>
+      </div>
+      <div className="flex-1 text-center">
+        <strong>Learning Rate (End)</strong>
+        <p>{resultData[0]?.lrf}</p>
+      </div>
+      <div className="flex-1 text-center">
+        <strong>Optimizer</strong>
+        <p>{resultData[0]?.optimizer}</p>
+      </div>
+    </div>
+  );
+
+  return (
+    <div>
+      {trainingInfoRow} {/* 학습 정보 표시 */}
+      <div className="mt-4 grid h-[400px] gap-8 md:grid-cols-2">
+        {' '}
+        {/* grid와 높이 설정 */}
+        <div className="flex h-full flex-col gap-6">
+          {' '}
+          {/* 차트의 높이를 100%로 맞춤 */}
+          <ModelBarChart
+            data={[
+              { name: 'precision', value: resultData[0]?.precision, fill: 'var(--color-precision)' },
+              { name: 'recall', value: resultData[0]?.recall, fill: 'var(--color-recall)' },
+              { name: 'mAP50', value: resultData[0]?.map50, fill: 'var(--color-map50)' },
+              { name: 'mAP50_95', value: resultData[0]?.map5095, fill: 'var(--color-map50-95)' },
+              { name: 'fitness', value: resultData[0]?.fitness, fill: 'var(--color-fitness)' },
+            ]}
+            className="h-full"
+          />
+        </div>
+        <div className="flex h-full flex-col gap-6">
+          {' '}
+          {/* 차트의 높이를 100%로 맞춤 */}
+          <ModelLineChart
+            data={reportData}
+            className="h-full"
+          />
+        </div>
+      </div>
     </div>
   );
 }
diff --git a/frontend/src/components/ModelManage/InputWithLabel.tsx b/frontend/src/components/ModelManage/InputWithLabel.tsx
new file mode 100644
index 0000000..c01f878
--- /dev/null
+++ b/frontend/src/components/ModelManage/InputWithLabel.tsx
@@ -0,0 +1,26 @@
+import { Label } from '@/components/ui/label';
+import { Input } from '../ui/input';
+interface InputWithLabelProps {
+  label: string;
+  id: string;
+  placeholder: string;
+  value: number;
+  onChange: (e: React.ChangeEvent<HTMLInputElement>) => void;
+  disabled?: boolean;
+}
+
+export default function InputWithLabel({ label, id, placeholder, value, disabled, onChange }: InputWithLabelProps) {
+  return (
+    <div className="grid gap-3">
+      <Label htmlFor={id}>{label}</Label>
+      <Input
+        id={id}
+        type="number"
+        placeholder={placeholder}
+        value={value}
+        onChange={onChange}
+        disabled={disabled}
+      />
+    </div>
+  );
+}
diff --git a/frontend/src/components/ModelBarChart/index.tsx b/frontend/src/components/ModelManage/ModelBarChart.tsx
similarity index 76%
rename from frontend/src/components/ModelBarChart/index.tsx
rename to frontend/src/components/ModelManage/ModelBarChart.tsx
index abbae01..8e95802 100644
--- a/frontend/src/components/ModelBarChart/index.tsx
+++ b/frontend/src/components/ModelManage/ModelBarChart.tsx
@@ -1,9 +1,8 @@
 'use client';
 
-import { TrendingUp } from 'lucide-react';
 import { Bar, BarChart, CartesianGrid, Rectangle, XAxis } from 'recharts';
 
-import { Card, CardContent, CardDescription, CardFooter, CardHeader, CardTitle } from '@/components/ui/card';
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
 import { ChartConfig, ChartContainer, ChartTooltip, ChartTooltipContent } from '@/components/ui/chart';
 
 interface MetricData {
@@ -14,10 +13,9 @@ interface MetricData {
 
 interface ModelBarChartProps {
   data: MetricData[];
+  className?: string;
 }
 
-export const description = 'A bar chart with an active bar';
-
 const chartConfig = {
   precision: {
     label: 'Precision',
@@ -41,9 +39,9 @@ const chartConfig = {
   },
 } satisfies ChartConfig;
 
-export default function ModelBarChart({ data }: ModelBarChartProps) {
+export default function ModelBarChart({ data, className }: ModelBarChartProps) {
   return (
-    <Card>
+    <Card className={className}>
       <CardHeader>
         <CardTitle>Model Metrics</CardTitle>
         <CardDescription>Performance metrics of the model</CardDescription>
@@ -86,12 +84,6 @@ export default function ModelBarChart({ data }: ModelBarChartProps) {
           </BarChart>
         </ChartContainer>
       </CardContent>
-      <CardFooter className="flex-col items-start gap-2 text-sm">
-        <div className="flex gap-2 font-medium leading-none">
-          Model metrics are trending well <TrendingUp className="h-4 w-4" />
-        </div>
-        <div className="text-muted-foreground leading-none">Showing current performance metrics</div>
-      </CardFooter>
     </Card>
   );
 }
diff --git a/frontend/src/components/ModelManage/ModelLineChart.tsx b/frontend/src/components/ModelManage/ModelLineChart.tsx
new file mode 100644
index 0000000..cae6dd6
--- /dev/null
+++ b/frontend/src/components/ModelManage/ModelLineChart.tsx
@@ -0,0 +1,115 @@
+'use client';
+
+import { CartesianGrid, Line, LineChart, XAxis, YAxis, Tooltip, Legend } from 'recharts';
+import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card';
+import { ChartConfig, ChartContainer } from '@/components/ui/chart';
+import { ReportResponse } from '@/types';
+
+interface ModelLineChartProps {
+  data: ReportResponse[];
+  className?: string;
+}
+
+const chartConfig = {
+  boxLoss: {
+    label: 'Box Loss',
+    color: '#FF6347',
+  },
+  classLoss: {
+    label: 'Class Loss',
+    color: '#1E90FF',
+  },
+  dflLoss: {
+    label: 'DFL Loss',
+    color: '#32CD32',
+  },
+  fitness: {
+    label: 'Fitness',
+    color: '#FFD700',
+  },
+} satisfies ChartConfig;
+
+export default function ModelLineChart({ data, className }: ModelLineChartProps) {
+  const latestData = data.length > 0 ? data[data.length - 1] : undefined;
+
+  const totalEpochs = latestData?.totalEpochs || 0;
+  const emptyData = Array.from({ length: totalEpochs }, (_, i) => ({
+    epoch: (i + 1).toString(),
+    boxLoss: null,
+    classLoss: null,
+    dflLoss: null,
+    fitness: null,
+  }));
+
+  const filledData = emptyData.map((item, index) => ({
+    ...item,
+    ...(data[index] || {}),
+  }));
+
+  return (
+    <Card className={className}>
+      <CardHeader>
+        <CardTitle>Model Training Metrics</CardTitle>
+      </CardHeader>
+      <CardContent>
+        {latestData && latestData.totalEpochs !== Number(latestData.epoch) && (
+          <div className="mb-4 flex justify-between">
+            <p>현재 에포크: {latestData.epoch}</p>
+            <p>총 에포크: {latestData.totalEpochs}</p>
+            <p>예상 남은시간: {latestData.leftSecond}초</p>
+          </div>
+        )}
+        <ChartContainer config={chartConfig}>
+          <LineChart
+            accessibilityLayer
+            data={filledData}
+            margin={{
+              left: 12,
+              right: 12,
+            }}
+          >
+            <CartesianGrid vertical={false} />
+            <XAxis
+              dataKey="epoch"
+              tickLine={false}
+              axisLine={false}
+              tickMargin={8}
+              tickFormatter={(value) => `Epoch ${value}`}
+            />
+            <YAxis />
+            <Tooltip />
+            <Legend />
+            <Line
+              dataKey="boxLoss"
+              type="monotone"
+              stroke={chartConfig.boxLoss.color}
+              strokeWidth={2}
+              dot={false}
+            />
+            <Line
+              dataKey="classLoss"
+              type="monotone"
+              stroke={chartConfig.classLoss.color}
+              strokeWidth={2}
+              dot={false}
+            />
+            <Line
+              dataKey="dflLoss"
+              type="monotone"
+              stroke={chartConfig.dflLoss.color}
+              strokeWidth={2}
+              dot={false}
+            />
+            <Line
+              dataKey="fitness"
+              type="monotone"
+              stroke={chartConfig.fitness.color}
+              strokeWidth={2}
+              dot={false}
+            />
+          </LineChart>
+        </ChartContainer>
+      </CardContent>
+    </Card>
+  );
+}
diff --git a/frontend/src/components/ModelManage/SelectWithLabel.tsx b/frontend/src/components/ModelManage/SelectWithLabel.tsx
new file mode 100644
index 0000000..b6c7ad8
--- /dev/null
+++ b/frontend/src/components/ModelManage/SelectWithLabel.tsx
@@ -0,0 +1,53 @@
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select';
+import { Label } from '@/components/ui/label';
+
+interface SelectWithLabelOption {
+  label: string;
+  value: string;
+}
+
+interface SelectWithLabelProps {
+  label: string;
+  id: string;
+  options: SelectWithLabelOption[];
+  placeholder: string;
+  value: string;
+  disabled?: boolean;
+
+  onChange: (value: string) => void;
+}
+
+export default function SelectWithLabel({
+  label,
+  id,
+  options,
+  placeholder,
+  value,
+  disabled,
+  onChange,
+}: SelectWithLabelProps) {
+  return (
+    <div className="grid gap-3">
+      <Label htmlFor={id}>{label}</Label>
+      <Select
+        value={value}
+        onValueChange={onChange}
+        disabled={disabled}
+      >
+        <SelectTrigger id={id}>
+          <SelectValue placeholder={placeholder} />
+        </SelectTrigger>
+        <SelectContent>
+          {options.map((option) => (
+            <SelectItem
+              key={option.value}
+              value={option.value}
+            >
+              {option.label}
+            </SelectItem>
+          ))}
+        </SelectContent>
+      </Select>
+    </div>
+  );
+}
diff --git a/frontend/src/components/ModelManage/SettingsForm.tsx b/frontend/src/components/ModelManage/SettingsForm.tsx
deleted file mode 100644
index 5fdf721..0000000
--- a/frontend/src/components/ModelManage/SettingsForm.tsx
+++ /dev/null
@@ -1,189 +0,0 @@
-import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select';
-import { Input } from '@/components/ui/input';
-import { Label } from '@/components/ui/label';
-import useProjectModelsQuery from '@/queries/models/useProjectModelsQuery';
-import { useState } from 'react';
-
-interface SettingsFormProps {
-  projectId: string | null; // projectId를 프랍으로 받음
-  onSubmit?: (data: SettingsFormData) => void;
-}
-
-export interface SettingsFormData {
-  projectId: number | null;
-  selectedModel: string | null;
-  ratio: number;
-  epochs: number;
-  batchSize: number;
-  optimizer: string;
-  lr0: number;
-  lrf: number;
-}
-
-export default function SettingsForm({ projectId, onSubmit }: SettingsFormProps) {
-  const numericProjectId = projectId ? parseInt(projectId, 10) : null;
-
-  const { data: models } = useProjectModelsQuery(numericProjectId ?? 0);
-  const [selectedModel, setSelectedModel] = useState<string | null>(null);
-  const [ratio, setRatio] = useState<number>(0.8);
-  const [epochs, setEpochs] = useState<number>(50);
-  const [batchSize, setBatchSize] = useState<number>(32);
-  const [optimizer, setOptimizer] = useState<string>('SGD');
-  const [lr0, setLr0] = useState<number>(0.01);
-  const [lrf, setLrf] = useState<number>(0.001);
-
-  const handleSubmit = () => {
-    if (onSubmit) {
-      onSubmit({
-        projectId: numericProjectId,
-        selectedModel,
-        ratio,
-        epochs,
-        batchSize,
-        optimizer,
-        lr0,
-        lrf,
-      });
-    }
-  };
-
-  return (
-    <form
-      className="grid w-full gap-6"
-      onSubmit={handleSubmit}
-    >
-      <fieldset className="grid gap-6 rounded-lg border p-4">
-        <legend className="-ml-1 px-1 text-sm font-medium">모델 설정</legend>
-
-        {/* 모델 선택 */}
-        <div className="grid gap-3">
-          <Label htmlFor="model">모델 선택</Label>
-          <Select onValueChange={setSelectedModel}>
-            <SelectTrigger id="model">
-              <SelectValue placeholder="모델을 선택하세요" />
-            </SelectTrigger>
-            <SelectContent>
-              {models?.map((model) => (
-                <SelectItem
-                  key={model.id}
-                  value={model.name}
-                >
-                  {model.name}
-                </SelectItem>
-              ))}
-            </SelectContent>
-          </Select>
-        </div>
-
-        {/* 훈련/검증 비율 및 학습 파라미터 */}
-        <div className="grid grid-cols-2 gap-4">
-          <InputWithLabel
-            label="훈련/검증 비율"
-            placeholder="예: 0.8 (80% 훈련, 20% 검증)"
-            id="ratio"
-            value={ratio}
-            onChange={(e) => setRatio(parseFloat(e.target.value))}
-          />
-          <InputWithLabel
-            label="에포크 수"
-            placeholder="예: 50 (총 반복 횟수)"
-            id="epochs"
-            value={epochs}
-            onChange={(e) => setEpochs(parseInt(e.target.value, 10))}
-          />
-          <InputWithLabel
-            label="Batch 크기"
-            placeholder="예: 32 (한번에 처리할 샘플 수)"
-            id="batch"
-            value={batchSize}
-            onChange={(e) => setBatchSize(parseInt(e.target.value, 10))}
-          />
-          <SelectWithLabel
-            label="옵티마이저"
-            id="optimizer"
-            options={['SGD', 'Adam', 'AdamW', 'NAdam', 'RAdam', 'RMSProp']}
-            value={optimizer}
-            onChange={setOptimizer}
-            placeholder="옵티마이저 선택"
-          />
-          <InputWithLabel
-            label="학습률(LR0)"
-            placeholder="예: 0.01 (초기 학습률)"
-            id="lr0"
-            value={lr0}
-            onChange={(e) => setLr0(parseFloat(e.target.value))}
-          />
-          <InputWithLabel
-            label="최종 학습률(LRF)"
-            placeholder="예: 0.001 (최종 학습률)"
-            id="lrf"
-            value={lrf}
-            onChange={(e) => setLrf(parseFloat(e.target.value))}
-          />
-        </div>
-
-        <button
-          type="submit"
-          className="btn-primary"
-        >
-          설정 저장
-        </button>
-      </fieldset>
-    </form>
-  );
-}
-
-interface InputWithLabelProps {
-  label: string;
-  id: string;
-  placeholder: string;
-  value: number;
-  onChange: (e: React.ChangeEvent<HTMLInputElement>) => void;
-}
-
-function InputWithLabel({ label, id, placeholder, value, onChange }: InputWithLabelProps) {
-  return (
-    <div className="grid gap-3">
-      <Label htmlFor={id}>{label}</Label>
-      <Input
-        id={id}
-        type="number"
-        placeholder={placeholder}
-        value={value}
-        onChange={onChange}
-      />
-    </div>
-  );
-}
-
-interface SelectWithLabelProps {
-  label: string;
-  id: string;
-  options: string[];
-  placeholder: string;
-  value: string;
-  onChange: (value: string) => void;
-}
-
-function SelectWithLabel({ label, id, options, placeholder, onChange }: SelectWithLabelProps) {
-  return (
-    <div className="grid gap-3">
-      <Label htmlFor={id}>{label}</Label>
-      <Select onValueChange={onChange}>
-        <SelectTrigger id={id}>
-          <SelectValue placeholder={placeholder} />
-        </SelectTrigger>
-        <SelectContent>
-          {options.map((option) => (
-            <SelectItem
-              key={option}
-              value={option}
-            >
-              {option}
-            </SelectItem>
-          ))}
-        </SelectContent>
-      </Select>
-    </div>
-  );
-}
diff --git a/frontend/src/components/ModelManage/TrainingGraph.tsx b/frontend/src/components/ModelManage/TrainingGraph.tsx
new file mode 100644
index 0000000..2072916
--- /dev/null
+++ b/frontend/src/components/ModelManage/TrainingGraph.tsx
@@ -0,0 +1,64 @@
+import { useEffect, useMemo } from 'react';
+import ModelLineChart from './ModelLineChart';
+import usePollingModelReportsQuery from '@/queries/models/usePollingModelReportsQuery';
+import useModelStore from '@/stores/useModelStore';
+
+interface TrainingGraphProps {
+  projectId: number | null;
+  selectedModel: number | null;
+  className?: string;
+}
+
+export default function TrainingGraph({ projectId, selectedModel, className }: TrainingGraphProps) {
+  const { isTrainingByProject, setIsTraining, saveTrainingData, resetTrainingData, trainingDataByProject } =
+    useModelStore((state) => ({
+      isTrainingByProject: state.isTrainingByProject,
+      setIsTraining: state.setIsTraining,
+      saveTrainingData: state.saveTrainingData,
+      resetTrainingData: state.resetTrainingData,
+      trainingDataByProject: state.trainingDataByProject,
+    }));
+
+  const isTraining = isTrainingByProject[projectId?.toString() || ''] || false;
+
+  const { data: fetchedTrainingDataList } = usePollingModelReportsQuery(
+    projectId as number,
+    selectedModel ?? 0,
+    isTraining && !!projectId && !!selectedModel
+  );
+
+  const trainingDataList = useMemo(() => {
+    return trainingDataByProject[projectId?.toString() || ''] || fetchedTrainingDataList || [];
+  }, [projectId, trainingDataByProject, fetchedTrainingDataList]);
+
+  useEffect(() => {
+    if (fetchedTrainingDataList) {
+      saveTrainingData(projectId?.toString() || '', fetchedTrainingDataList);
+    }
+  }, [fetchedTrainingDataList, projectId, saveTrainingData]);
+
+  const latestData = useMemo(() => {
+    return (
+      trainingDataList?.[trainingDataList.length - 1] || {
+        epoch: 0,
+        totalEpochs: 0,
+        leftSecond: 0,
+      }
+    );
+  }, [trainingDataList]);
+
+  useEffect(() => {
+    if (latestData.epoch === latestData.totalEpochs && latestData.totalEpochs > 0) {
+      alert('학습이 완료되었습니다!');
+      setIsTraining(projectId?.toString() || '', false);
+      resetTrainingData(projectId?.toString() || '');
+    }
+  }, [latestData.epoch, latestData.totalEpochs, setIsTraining, resetTrainingData, projectId]);
+
+  return (
+    <ModelLineChart
+      data={trainingDataList}
+      className={className}
+    />
+  );
+}
diff --git a/frontend/src/components/ModelManage/TrainingSettings.tsx b/frontend/src/components/ModelManage/TrainingSettings.tsx
new file mode 100644
index 0000000..a2cdb57
--- /dev/null
+++ b/frontend/src/components/ModelManage/TrainingSettings.tsx
@@ -0,0 +1,144 @@
+import SelectWithLabel from './SelectWithLabel';
+import InputWithLabel from './InputWithLabel';
+import { Button } from '@/components/ui/button';
+import useProjectModelsQuery from '@/queries/models/useProjectModelsQuery';
+import useModelStore from '@/stores/useModelStore';
+import { ModelTrainRequest } from '@/types';
+import { useState } from 'react';
+import { cn } from '@/lib/utils';
+
+interface TrainingSettingsProps {
+  projectId: number | null;
+  selectedModel: number | null;
+  setSelectedModel: (model: number | null) => void;
+  handleTrainingStart: (trainData: ModelTrainRequest) => void;
+  handleTrainingStop: () => void;
+  className?: string;
+}
+
+export default function TrainingSettings({
+  projectId,
+  selectedModel,
+  setSelectedModel,
+  handleTrainingStart,
+  handleTrainingStop,
+  className,
+}: TrainingSettingsProps) {
+  const { data: models } = useProjectModelsQuery(projectId ?? 0);
+
+  const isTraining = useModelStore((state) => state.isTrainingByProject[projectId?.toString() || ''] || false);
+
+  const [ratio, setRatio] = useState<number>(0.8);
+  const [epochs, setEpochs] = useState<number>(50);
+  const [batchSize, setBatchSize] = useState<number>(32);
+  const [optimizer, setOptimizer] = useState<'SGD' | 'AUTO' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP'>('AUTO');
+  const [lr0, setLr0] = useState<number>(0.01);
+  const [lrf, setLrf] = useState<number>(0.001);
+
+  const handleSubmit = () => {
+    if (isTraining) {
+      handleTrainingStop();
+    } else if (selectedModel !== null) {
+      const trainData: ModelTrainRequest = {
+        modelId: selectedModel,
+        ratio,
+        epochs,
+        batch: batchSize,
+        optimizer,
+        lr0,
+        lrf,
+      };
+      handleTrainingStart(trainData);
+    }
+  };
+
+  return (
+    <fieldset className={cn('grid gap-6 rounded-lg border p-4', className)}>
+      {' '}
+      <legend className="-ml-1 px-1 text-sm font-medium">모델 설정</legend>
+      <div className="grid gap-3">
+        <SelectWithLabel
+          label="모델 선택"
+          id="model"
+          options={
+            models?.map((model) => ({
+              label: model.name,
+              value: model.id.toString(),
+            })) || []
+          }
+          placeholder="모델을 선택하세요"
+          value={selectedModel ? selectedModel.toString() : ''}
+          onChange={(value) => setSelectedModel(parseInt(value, 10))}
+          disabled={isTraining}
+        />
+      </div>
+      <div className="grid grid-cols-2 gap-4">
+        <InputWithLabel
+          label="훈련/검증 비율"
+          placeholder="예: 0.8 (80% 훈련, 20% 검증)"
+          id="ratio"
+          value={ratio}
+          onChange={(e) => setRatio(parseFloat(e.target.value))}
+          disabled={isTraining}
+        />
+        <InputWithLabel
+          label="에포크 수"
+          placeholder="예: 50 (총 반복 횟수)"
+          id="epochs"
+          value={epochs}
+          onChange={(e) => setEpochs(parseInt(e.target.value, 10))}
+          disabled={isTraining}
+        />
+        <InputWithLabel
+          label="Batch 크기"
+          placeholder="예: 32 (한번에 처리할 샘플 수)"
+          id="batch"
+          value={batchSize}
+          onChange={(e) => setBatchSize(parseInt(e.target.value, 10))}
+          disabled={isTraining}
+        />
+        <SelectWithLabel
+          label="옵티마이저"
+          id="optimizer"
+          options={[
+            { label: 'AUTO', value: 'AUTO' },
+            { label: 'SGD', value: 'SGD' },
+            { label: 'ADAM', value: 'ADAM' },
+            { label: 'ADAMW', value: 'ADAMW' },
+            { label: 'NADAM', value: 'NADAM' },
+            { label: 'RADAM', value: 'RADAM' },
+            { label: 'RMSPROP', value: 'RMSPROP' },
+          ]}
+          placeholder="옵티마이저 선택"
+          value={optimizer}
+          onChange={(value) => setOptimizer(value as 'AUTO' | 'SGD' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP')}
+          disabled={isTraining} // 학습 중일 때 옵티마이저 선택 비활성화
+        />
+        <InputWithLabel
+          label="학습률(LR0)"
+          placeholder="예: 0.01 (초기 학습률)"
+          id="lr0"
+          value={lr0}
+          onChange={(e) => setLr0(parseFloat(e.target.value))}
+          disabled={isTraining}
+        />
+        <InputWithLabel
+          label="최종 학습률(LRF)"
+          placeholder="예: 0.001 (최종 학습률)"
+          id="lrf"
+          value={lrf}
+          onChange={(e) => setLrf(parseFloat(e.target.value))}
+          disabled={isTraining}
+        />
+      </div>
+      <Button
+        variant="outlinePrimary"
+        size="lg"
+        onClick={handleSubmit}
+        disabled={!selectedModel}
+      >
+        {isTraining ? '학습 중단' : '학습 시작'}
+      </Button>
+    </fieldset>
+  );
+}
diff --git a/frontend/src/components/ModelManage/TrainingTab.tsx b/frontend/src/components/ModelManage/TrainingTab.tsx
index 15866df..c2a365a 100644
--- a/frontend/src/components/ModelManage/TrainingTab.tsx
+++ b/frontend/src/components/ModelManage/TrainingTab.tsx
@@ -1,45 +1,59 @@
-import { Button } from '@/components/ui/button';
-import ModelLineChart from '@/components/ModelLineChart';
-import SettingsForm from './SettingsForm';
+import useTrainModelQuery from '@/queries/models/useTrainModelQuery';
+import useModelStore from '@/stores/useModelStore';
+import TrainingSettings from './TrainingSettings';
+import TrainingGraph from './TrainingGraph';
+import { ModelTrainRequest } from '@/types';
 
 interface TrainingTabProps {
-  training: boolean;
-  handleTrainingToggle: () => void;
-  trainingDataList: {
-    epoch: number;
-    box_loss: number;
-    cls_loss: number;
-    dfl_loss: number;
-    fitness: number;
-  }[];
-  projectId: string | null; // projectId를 프랍으로 받음
+  projectId: number | null;
 }
 
-export default function TrainingTab({ training, handleTrainingToggle, trainingDataList, projectId }: TrainingTabProps) {
-  return (
-    <div className="grid gap-8 md:grid-cols-2">
-      <div className="flex flex-col gap-6">
-        <SettingsForm projectId={projectId} />
-        <Button
-          variant={training ? 'destructive' : 'outlinePrimary'}
-          size="lg"
-          onClick={handleTrainingToggle}
-        >
-          {training ? '학습 중단' : '학습 시작'}
-        </Button>
-      </div>
+export default function TrainingTab({ projectId }: TrainingTabProps) {
+  const numericProjectId = projectId ? parseInt(projectId.toString(), 10) : null;
+  const { isTrainingByProject, setIsTraining, selectedModelByProject, setSelectedModel, resetTrainingData } =
+    useModelStore((state) => ({
+      isTrainingByProject: state.isTrainingByProject,
+      setIsTraining: state.setIsTraining,
+      selectedModelByProject: state.selectedModelByProject,
+      setSelectedModel: state.setSelectedModel,
+      resetTrainingData: state.resetTrainingData,
+    }));
 
-      <div className="flex flex-col justify-center">
-        <ModelLineChart
-          data={trainingDataList.map((data) => ({
-            epoch: data.epoch.toString(),
-            loss1: data.box_loss,
-            loss2: data.cls_loss,
-            loss3: data.dfl_loss,
-            fitness: data.fitness,
-          }))}
-        />
-      </div>
+  const isTraining = isTrainingByProject[numericProjectId?.toString() || ''] || false;
+  const selectedModel = selectedModelByProject[numericProjectId?.toString() || ''];
+
+  const { mutate: startTraining } = useTrainModelQuery(numericProjectId as number);
+
+  const handleTrainingStart = (trainData: ModelTrainRequest) => {
+    if (!isTraining && selectedModel !== null) {
+      setIsTraining(numericProjectId?.toString() || '', true);
+      startTraining(trainData);
+    }
+  };
+
+  const handleTrainingStop = () => {
+    if (isTraining) {
+      setIsTraining(numericProjectId?.toString() || '', false);
+      resetTrainingData(numericProjectId?.toString() || '');
+    }
+  };
+
+  return (
+    <div className="grid grid-rows-[auto_1fr] gap-8 md:grid-cols-2">
+      <TrainingSettings
+        projectId={numericProjectId}
+        selectedModel={selectedModel}
+        setSelectedModel={(modelId) => setSelectedModel(numericProjectId?.toString() || '', modelId)}
+        handleTrainingStart={handleTrainingStart}
+        handleTrainingStop={handleTrainingStop}
+        className="h-full"
+      />
+
+      <TrainingGraph
+        projectId={numericProjectId}
+        selectedModel={selectedModel}
+        className="h-full"
+      />
     </div>
   );
 }
diff --git a/frontend/src/components/ModelManage/index.tsx b/frontend/src/components/ModelManage/index.tsx
index e1e5938..144645a 100644
--- a/frontend/src/components/ModelManage/index.tsx
+++ b/frontend/src/components/ModelManage/index.tsx
@@ -1,28 +1,11 @@
 import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs';
-import { useState } from 'react';
 import { useParams } from 'react-router-dom';
-
-import useTrainWebSocket from '@/hooks/useTrainPolling';
-import useTrainStore from '@/stores/useTrainStore';
 import TrainingTab from './TrainingTab';
 import EvaluationTab from './EvaluationTab';
 
 export default function ModelManage() {
   const { projectId } = useParams<{ projectId?: string }>();
-  const [training, setTraining] = useState(false);
-  const [selectedModel, setSelectedModel] = useState<string | null>(null);
-
-  const numericProjectId = projectId ?? null;
-
-  useTrainWebSocket(training, numericProjectId);
-
-  const { trainingDataList } = useTrainStore((state) => ({
-    trainingDataList: numericProjectId ? state.trainingDataByProject[numericProjectId] || [] : [],
-  }));
-
-  const handleTrainingToggle = () => {
-    setTraining((prev) => !prev);
-  };
+  const numericProjectId = projectId ? parseInt(projectId, 10) : null;
 
   return (
     <div className="grid h-screen w-full">
@@ -41,22 +24,12 @@ export default function ModelManage() {
               <TabsTrigger value="results">모델 평가</TabsTrigger>
             </TabsList>
 
-            {/* 학습 탭 */}
             <TabsContent value="train">
-              <TrainingTab
-                training={training}
-                handleTrainingToggle={handleTrainingToggle}
-                trainingDataList={trainingDataList}
-                projectId={numericProjectId}
-              />
+              <TrainingTab projectId={numericProjectId} />
             </TabsContent>
 
-            {/* 평가 탭 */}
             <TabsContent value="results">
-              <EvaluationTab
-                selectedModel={selectedModel}
-                setSelectedModel={setSelectedModel}
-              />
+              <EvaluationTab projectId={numericProjectId} />
             </TabsContent>
           </Tabs>
         </main>
diff --git a/frontend/src/components/WorkspaceBrowseLayout/index.tsx b/frontend/src/components/WorkspaceBrowseLayout/index.tsx
index d5def81..018bd50 100644
--- a/frontend/src/components/WorkspaceBrowseLayout/index.tsx
+++ b/frontend/src/components/WorkspaceBrowseLayout/index.tsx
@@ -8,15 +8,15 @@ import useWorkspaceListQuery from '@/queries/workspaces/useWorkspaceListQuery';
 import useCreateWorkspaceQuery from '@/queries/workspaces/useCreateWorkspaceQuery';
 
 export default function WorkspaceBrowseLayout() {
-  const { profile, isLoggedIn } = useAuthStore();
+  const { profile } = useAuthStore();
   const memberId = profile?.id ?? 0;
   const navigate = useNavigate();
 
   useEffect(() => {
-    if (!isLoggedIn || memberId == 0) {
+    if (memberId == 0) {
       navigate('/');
     }
-  }, [isLoggedIn, memberId, navigate]);
+  }, [memberId, navigate]);
 
   const { data: workspacesResponse } = useWorkspaceListQuery(memberId ?? 0);
   const createWorkspace = useCreateWorkspaceQuery();
diff --git a/frontend/src/components/WorkspaceDropdownMenu/index.tsx b/frontend/src/components/WorkspaceDropdownMenu/index.tsx
index 472a159..b558029 100644
--- a/frontend/src/components/WorkspaceDropdownMenu/index.tsx
+++ b/frontend/src/components/WorkspaceDropdownMenu/index.tsx
@@ -45,7 +45,10 @@ export default function WorkspaceDropdownMenu({
     <>
       <DropdownMenu>
         <DropdownMenuTrigger>
-          <Menu size={20} />
+          <Menu
+            size={16}
+            className="stroke-gray-900"
+          />
         </DropdownMenuTrigger>
         <DropdownMenuContent className="w-56">
           <DropdownMenuItem
@@ -57,7 +60,7 @@ export default function WorkspaceDropdownMenu({
           </DropdownMenuItem>
           <DropdownMenuSeparator />
           <DropdownMenuItem onClick={handleOpenUploadFile}>파일 업로드</DropdownMenuItem>
-          <DropdownMenuItem onClick={handleOpenUploadFolder}>폴더 업로드</DropdownMenuItem>
+          <DropdownMenuItem onClick={handleOpenUploadFolder}>폴더 업로드 (임시)</DropdownMenuItem>
           <DropdownMenuItem onClick={handleOpenUploadZip}>폴더 압축파일 업로드</DropdownMenuItem>
         </DropdownMenuContent>
       </DropdownMenu>
@@ -83,7 +86,7 @@ export default function WorkspaceDropdownMenu({
       >
         <DialogTrigger asChild></DialogTrigger>
         <DialogContent className="max-w-2xl">
-          <DialogHeader title="폴더 업로드" />
+          <DialogHeader title="폴더 업로드 (임시)" />
           <ImageUploadFolderForm
             onClose={handleCloseUploadFolder}
             projectId={projectId}
diff --git a/frontend/src/components/WorkspaceLabelBar/index.tsx b/frontend/src/components/WorkspaceLabelBar/index.tsx
index ee29671..aef7909 100644
--- a/frontend/src/components/WorkspaceLabelBar/index.tsx
+++ b/frontend/src/components/WorkspaceLabelBar/index.tsx
@@ -1,46 +1,29 @@
 import LabelButton from './LabelButton';
-import { Button } from '../ui/button';
-import { Play } from 'lucide-react';
 import useCanvasStore from '@/stores/useCanvasStore';
 
 export default function WorkspaceLabelBar() {
-  const labels = useCanvasStore((state) => state.labels);
+  const { labels, image } = useCanvasStore();
   const selectedLabelId = useCanvasStore((state) => state.selectedLabelId);
   const setSelectedLabelId = useCanvasStore((state) => state.setSelectedLabelId);
-  const handleAutoLabeling = () => {
-    console.log('Auto labeling');
-  };
 
   return (
-    <div className="flex h-full w-[280px] flex-col justify-between gap-2 border-l border-gray-300 bg-gray-50 p-3">
+    <div className="flex h-full w-[200px] flex-col justify-between gap-2 border-l border-gray-300 bg-gray-50 p-3">
       <div className="flex flex-col gap-2.5">
         <header className="subheading flex w-full items-center gap-2">
           <h1 className="w-full overflow-hidden text-ellipsis whitespace-nowrap">레이블 목록</h1>
         </header>
         <div className="flex flex-col gap-1">
-          {labels.map((label) => (
-            <LabelButton
-              key={label.id}
-              {...label}
-              selected={selectedLabelId === label.id}
-              setSelectedLabelId={setSelectedLabelId}
-            />
-          ))}
+          {image &&
+            labels.map((label) => (
+              <LabelButton
+                key={label.id}
+                {...label}
+                selected={selectedLabelId === label.id}
+                setSelectedLabelId={setSelectedLabelId}
+              />
+            ))}
         </div>
       </div>
-      <div className="flex p-2.5">
-        <Button
-          variant="outlinePrimary"
-          className="w-full"
-          onClick={handleAutoLabeling}
-        >
-          <Play
-            size={16}
-            className="mr-1"
-          />
-          <span>자동 레이블링</span>
-        </Button>
-      </div>
     </div>
   );
 }
diff --git a/frontend/src/components/WorkspaceSidebar/ProjectStructure.tsx b/frontend/src/components/WorkspaceSidebar/ProjectStructure.tsx
index c51c465..216631f 100644
--- a/frontend/src/components/WorkspaceSidebar/ProjectStructure.tsx
+++ b/frontend/src/components/WorkspaceSidebar/ProjectStructure.tsx
@@ -7,22 +7,25 @@ import useCanvasStore from '@/stores/useCanvasStore';
 import { Button } from '../ui/button';
 import { useEffect } from 'react';
 import WorkspaceDropdownMenu from '../WorkspaceDropdownMenu';
+import useAutoLabelQuery from '@/queries/projects/useAutoLabelQuery';
+import useProjectStore from '@/stores/useProjectStore';
 
 export default function ProjectStructure({ project }: { project: Project }) {
-  const setProject = useCanvasStore((state) => state.setProject);
+  const setProject = useProjectStore((state) => state.setProject);
   const image = useCanvasStore((state) => state.image);
   const { data: folderData, refetch } = useFolderQuery(project.id.toString(), 0);
+  const requestAutoLabel = useAutoLabelQuery();
 
   useEffect(() => {
     setProject(project);
   }, [project, setProject]);
 
   return (
-    <div className="flex h-full flex-col justify-between">
-      <div className="flex flex-col overflow-y-auto px-1 pb-2">
+    <div className="flex h-full min-h-0 grow-0 flex-col">
+      <div className="flex h-full flex-col overflow-hidden px-1 pb-2">
         <header className="flex w-full items-center gap-2 rounded p-1">
-          <div className="flex w-full items-center gap-1 overflow-hidden pr-1">
-            <h2 className="caption overflow-hidden text-ellipsis whitespace-nowrap">{project.type}</h2>
+          <div className="flex w-full min-w-0 items-center gap-1 pr-1">
+            <h2 className="caption overflow-hidden text-ellipsis whitespace-nowrap text-gray-500">{project.type}</h2>
           </div>
           <WorkspaceDropdownMenu
             projectId={project.id}
@@ -35,7 +38,7 @@ export default function ProjectStructure({ project }: { project: Project }) {
             빈 프로젝트입니다.
           </div>
         ) : (
-          <div className="caption flex flex-col">
+          <div className="caption flex flex-col overflow-y-auto">
             {folderData.children.map((item) => (
               <ProjectDirectoryItem
                 key={`${project.id}-${item.title}`}
@@ -55,11 +58,21 @@ export default function ProjectStructure({ project }: { project: Project }) {
         )}
       </div>
 
-      <div className="flex p-2.5">
+      <div className="flex">
         <Button
           variant="outlinePrimary"
           className="w-full"
-          onClick={() => console.log('autolabel')}
+          onClick={() => {
+            requestAutoLabel.mutate(
+              { projectId: project.id },
+              {
+                onSuccess: refetch,
+                onError: () => {
+                  alert('자동 레이블링을 요청하는 중 오류가 발생했습니다.');
+                },
+              }
+            );
+          }}
         >
           <Play
             size={16}
diff --git a/frontend/src/components/WorkspaceSidebar/index.tsx b/frontend/src/components/WorkspaceSidebar/index.tsx
index c2cd817..f76fbda 100644
--- a/frontend/src/components/WorkspaceSidebar/index.tsx
+++ b/frontend/src/components/WorkspaceSidebar/index.tsx
@@ -5,24 +5,31 @@ import { Project } from '@/types';
 import { Select, SelectTrigger, SelectContent, SelectItem, SelectValue } from '../ui/select';
 import useCanvasStore from '@/stores/useCanvasStore';
 import { webPath } from '@/router';
-import { Suspense } from 'react';
+import { Suspense, useEffect } from 'react';
 
 export default function WorkspaceSidebar({ workspaceName, projects }: { workspaceName: string; projects: Project[] }) {
-  const { projectId: selectedProjectId } = useParams<{ projectId: string }>();
+  const { setImage } = useCanvasStore();
+  const { projectId: selectedProjectId, workspaceId } = useParams<{ projectId: string; workspaceId: string }>();
   const selectedProject = projects.find((project) => project.id.toString() === selectedProjectId) || null;
   const setSidebarSize = useCanvasStore((state) => state.setSidebarSize);
   const navigate = useNavigate();
-  const { workspaceId } = useParams<{ workspaceId: string }>();
   const handleSelectProject = (projectId: string) => {
+    setImage(null);
     navigate(`${webPath.workspace()}/${workspaceId}/${projectId}`);
   };
 
+  useEffect(() => {
+    if (!selectedProject) {
+      setImage(null);
+    }
+  }, [selectedProject, setImage]);
+
   return (
     <>
       <ResizablePanel
         minSize={10}
         maxSize={35}
-        defaultSize={20}
+        defaultSize={15}
         className="flex h-full flex-col gap-2 bg-gray-50 p-3"
         onResize={(size) => setSidebarSize(size)}
       >
diff --git a/frontend/src/hooks/useOAuthCallback.ts b/frontend/src/hooks/useOAuthCallback.ts
index b25cca2..9281ea7 100644
--- a/frontend/src/hooks/useOAuthCallback.ts
+++ b/frontend/src/hooks/useOAuthCallback.ts
@@ -4,11 +4,11 @@ import useProfileQuery from '@/queries/auth/useProfileQuery';
 export default function useHandleOAuthCallback() {
   const queryParams = new URLSearchParams(window.location.search);
   const accessToken = queryParams.get('accessToken');
-  const setLoggedIn = useAuthStore((state) => state.setLoggedIn);
+  const setToken = useAuthStore((state) => state.setToken);
   const setProfile = useAuthStore((state) => state.setProfile);
 
   if (accessToken) {
-    setLoggedIn(true, accessToken);
+    setToken(accessToken);
   }
 
   const { data: profile } = useProfileQuery();
diff --git a/frontend/src/hooks/useTrainPolling.ts b/frontend/src/hooks/useTrainPolling.ts
deleted file mode 100644
index 4fd4a36..0000000
--- a/frontend/src/hooks/useTrainPolling.ts
+++ /dev/null
@@ -1,49 +0,0 @@
-// 임시 가짜 훅
-import { useEffect, useRef, useCallback } from 'react';
-import axios from 'axios';
-import useTrainStore from '@/stores/useTrainStore';
-
-export default function useTrainPolling(start: boolean, projectId?: string | null) {
-  const { addTrainingData, resetTrainingData } = useTrainStore((state) => ({
-    addTrainingData: state.addTrainingData,
-    resetTrainingData: state.resetTrainingData,
-  }));
-
-  const intervalIdRef = useRef<number | null>(null);
-  // 함수 api 후 교체 예정
-  const fetchTrainingData = useCallback(async () => {
-    if (projectId) {
-      try {
-        const response = await axios.get(`/api/바보=${projectId}`);
-        const data = response.data;
-
-        addTrainingData(projectId, {
-          epoch: data.epoch,
-          total_epochs: data.total_epochs,
-          box_loss: data.box_loss,
-          cls_loss: data.cls_loss,
-          dfl_loss: data.dfl_loss,
-          fitness: data.fitness,
-          epoch_time: data.epoch_time,
-          left_second: data.left_second,
-        });
-      } catch (error) {
-        console.error('Fetching error:', error);
-      }
-    }
-  }, [projectId, addTrainingData]);
-
-  useEffect(() => {
-    if (start && projectId) {
-      resetTrainingData(projectId);
-      intervalIdRef.current = window.setInterval(fetchTrainingData, 5000);
-    }
-
-    return () => {
-      if (intervalIdRef.current) {
-        clearInterval(intervalIdRef.current);
-        intervalIdRef.current = null;
-      }
-    };
-  }, [start, projectId, fetchTrainingData, resetTrainingData]);
-}
diff --git a/frontend/src/mocks/authHandlers.ts b/frontend/src/mocks/authHandlers.ts
new file mode 100644
index 0000000..5e01e2d
--- /dev/null
+++ b/frontend/src/mocks/authHandlers.ts
@@ -0,0 +1,19 @@
+import { http, HttpResponse } from 'msw';
+import { RefreshTokenResponse, MemberResponse } from '@/types';
+
+export const authHandlers = [
+  http.post('/api/auth/reissue', () => {
+    const response: RefreshTokenResponse = { accessToken: 'newAccessToken' };
+    return HttpResponse.json(response);
+  }),
+
+  http.get('/api/auth/profile', () => {
+    const response: MemberResponse = {
+      id: 1,
+      nickname: 'javajoha',
+      profileImage: 'profile.jpg',
+      email: 'j9@naver.com',
+    };
+    return HttpResponse.json(response);
+  }),
+];
diff --git a/frontend/src/mocks/categoryHandlers.ts b/frontend/src/mocks/categoryHandlers.ts
new file mode 100644
index 0000000..4711607
--- /dev/null
+++ b/frontend/src/mocks/categoryHandlers.ts
@@ -0,0 +1,77 @@
+import { http, HttpResponse } from 'msw';
+import { LabelCategoryRequest, LabelCategoryResponse } from '@/types';
+
+export const categoryHandlers = [
+  // 레이블 카테고리 리스트 조회 핸들러
+  http.get('/api/projects/:projectId/categories', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+    const categories: LabelCategoryResponse[] = [
+      { id: 1, name: 'Category 1' },
+      { id: 2, name: 'Category 2' },
+    ];
+
+    return HttpResponse.json(categories);
+  }),
+
+  // 레이블 카테고리 추가 핸들러
+  http.post('/api/projects/:projectId/categories', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+
+    const categoryData = (await request.json()) as LabelCategoryRequest;
+    console.log(categoryData);
+
+    const newCategory: LabelCategoryResponse = {
+      id: Math.floor(Math.random() * 1000), // 임의로 ID 생성
+      name: `New Category for project ${projectId}`,
+    };
+
+    return HttpResponse.json(newCategory);
+  }),
+
+  // 레이블 카테고리 단일 조회 핸들러
+  http.get('/api/projects/:projectId/categories/:categoryId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const categoryId = Array.isArray(params.categoryId)
+      ? parseInt(params.categoryId[0], 10)
+      : parseInt(params.categoryId as string, 10);
+    console.log(projectId);
+    const category: LabelCategoryResponse = {
+      id: categoryId,
+      name: `Category ${categoryId}`,
+    };
+
+    return HttpResponse.json(category);
+  }),
+
+  // 레이블 카테고리 삭제 핸들러
+  http.delete('/api/projects/:projectId/categories/:categoryId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const categoryId = Array.isArray(params.categoryId)
+      ? parseInt(params.categoryId[0], 10)
+      : parseInt(params.categoryId as string, 10);
+
+    return HttpResponse.json({ message: `Category ${categoryId} deleted from project ${projectId}` });
+  }),
+
+  // 레이블 카테고리 존재 여부 조회 핸들러
+  http.get('/api/projects/:projectId/categories/exist', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+    const categoryName = Array.isArray(params.categoryName) ? params.categoryName[0] : params.categoryName;
+
+    const exists = categoryName === 'Category 1'; // 임의로 'Category 1'만 존재하는 것으로 설정
+
+    return HttpResponse.json(exists);
+  }),
+];
diff --git a/frontend/src/mocks/folderHandler.ts b/frontend/src/mocks/folderHandler.ts
new file mode 100644
index 0000000..445a231
--- /dev/null
+++ b/frontend/src/mocks/folderHandler.ts
@@ -0,0 +1,115 @@
+import { http, HttpResponse } from 'msw';
+import { FolderResponse, FolderRequest } from '@/types';
+
+export const folderHandlers = [
+  // 특정 폴더 조회 핸들러
+  http.get('/api/projects/:projectId/folders/:folderId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10); // string으로 캐스팅
+    const folderId = Array.isArray(params.folderId)
+      ? parseInt(params.folderId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+
+    const folderResponse: FolderResponse = {
+      id: folderId,
+      title: `Folder ${folderId}`,
+      images: [
+        {
+          id: 1,
+          imageTitle: 'image1.jpg',
+          imagePath: 'https://example.com/image1.jpg',
+          dataPath: 'https://example.com/data1.json',
+          status: 'PENDING',
+        },
+      ],
+      children: [
+        {
+          id: 1,
+          title: 'Subfolder 1',
+        },
+      ],
+    };
+
+    return HttpResponse.json(folderResponse);
+  }),
+
+  // 폴더 생성 핸들러
+  http.post('/api/projects/:projectId/folders', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10); // string으로 캐스팅
+
+    const folderData = (await request.json()) as FolderRequest;
+
+    const createdFolder: FolderResponse = {
+      id: Math.floor(Math.random() * 1000), // 임의로 폴더 ID 생성
+      title: folderData.title,
+      images: [],
+      children: [],
+    };
+    console.log(projectId);
+
+    return HttpResponse.json(createdFolder);
+  }),
+
+  // 폴더 수정 핸들러
+  http.put('/api/projects/:projectId/folders/:folderId', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10); // string으로 캐스팅
+    const folderId = Array.isArray(params.folderId)
+      ? parseInt(params.folderId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+    const folderData = (await request.json()) as FolderRequest;
+
+    const updatedFolder: FolderResponse = {
+      id: folderId,
+      title: folderData.title,
+      images: [],
+      children: [],
+    };
+
+    return HttpResponse.json(updatedFolder);
+  }),
+
+  // 폴더 삭제 핸들러
+  http.delete('/api/projects/:projectId/folders/:folderId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10); // string으로 캐스팅
+    const folderId = Array.isArray(params.folderId)
+      ? parseInt(params.folderId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    return HttpResponse.json({ message: `Folder ${folderId} deleted from project ${projectId}` });
+  }),
+
+  // 폴더 리뷰 목록 조회 핸들러
+  http.get('/api/projects/:projectId/folders/:folderId/review', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const folderId = Array.isArray(params.folderId)
+      ? parseInt(params.folderId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId, folderId);
+    const reviews = [
+      {
+        reviewId: 1,
+        title: 'First Review',
+        content: 'Review for the first folder',
+        status: 'APPROVED',
+      },
+      {
+        reviewId: 2,
+        title: 'Second Review',
+        content: 'Review for the second folder',
+        status: 'REQUESTED',
+      },
+    ];
+
+    return HttpResponse.json(reviews);
+  }),
+];
diff --git a/frontend/src/mocks/handlers.ts b/frontend/src/mocks/handlers.ts
index b7efee8..235de87 100644
--- a/frontend/src/mocks/handlers.ts
+++ b/frontend/src/mocks/handlers.ts
@@ -1,331 +1,24 @@
-import { http, HttpResponse } from 'msw';
-import {
-  ProjectResponse,
-  FolderResponse,
-  ImageResponse,
-  WorkspaceResponse,
-  MemberResponse,
-  RefreshTokenResponse,
-  AutoLabelingResponse,
-  ErrorResponse,
-} from '@/types';
+import { authHandlers } from './authHandlers';
+import { labelHandlers } from './labelHandlers';
+import { reviewHandlers } from './reviewHandlers';
+import { categoryHandlers } from './categoryHandlers';
+import { memberHandlers } from './memberHandlers';
+import { workspaceHandlers } from './workspaceHandlers';
+import { folderHandlers } from './folderHandler';
+import { modelHandlers } from './modelHandlers';
+import { imageHandlers } from './imageHandlers';
+import { projectHandlers } from './projectHandlers';
 
+// 모든 핸들러를 배열로 통합
 export const handlers = [
-  // Auth Handlers
-  http.post('/api/auth/reissue', () => {
-    // 토큰 재발급 핸들러
-    const response: RefreshTokenResponse = {
-      accessToken: 'newAccessToken',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  http.get('/api/auth/profile', () => {
-    // 사용자 프로필 핸들러
-    const response: MemberResponse = {
-      id: 1,
-      nickname: 'javajoha',
-      profileImage: 'profile.jpg',
-      email: 'j9@naver.com',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  // Workspace Handlers
-  http.get('/api/workspaces/:workspaceId', ({ params }) => {
-    // 워크스페이스 조회 핸들러
-    const { workspaceId } = params;
-    const response: WorkspaceResponse = {
-      id: parseInt(workspaceId as string, 10),
-      memberId: 'abc1324',
-      title: 'workspace1',
-      content: '갤럭시 s24 불량 검증',
-      createdAt: '2024-09-18T05:04:44.668Z',
-      updatedAt: '2024-09-18T05:04:44.668Z',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  http.put('/api/workspaces/:workspaceId', ({ params }) => {
-    // 워크스페이스 수정 핸들러
-    const { workspaceId } = params;
-    const response: WorkspaceResponse = {
-      id: parseInt(workspaceId as string, 10),
-      memberId: 'abc1324',
-      title: 'Updated Workspace Title',
-      content: 'Updated Workspace Content',
-      createdAt: '2024-09-18T05:04:44.668Z',
-      updatedAt: '2024-09-18T06:00:00.668Z',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  http.delete('/api/workspaces/:workspaceId', ({ params }) => {
-    const { workspaceId } = params;
-    console.log(workspaceId);
-    return HttpResponse.json({});
-  }),
-
-  http.get('/api/workspaces', () => {
-    // 워크스페이스 목록 조회 핸들러
-    const response: WorkspaceResponse[] = [
-      {
-        id: 1,
-        memberId: 'abc1324',
-        title: 'Workspace 1',
-        content: 'Content 1',
-        createdAt: '2024-09-18T05:04:44.668Z',
-        updatedAt: '2024-09-18T05:04:44.668Z',
-      },
-    ];
-    return HttpResponse.json(response);
-  }),
-
-  // Project Handlers
-  http.get('/api/workspaces/:workspaceId/projects', ({ request, params }) => {
-    const workspaceId = parseInt(params.workspaceId as string, 10);
-
-    const url = new URL(request.url);
-    const lastProjectId = parseInt(url.searchParams.get('lastProjectId') || '0', 10);
-    const limit = parseInt(url.searchParams.get('limit') || '10', 10);
-
-    const projects: ProjectResponse[] = Array.from({ length: limit }, (_, index) => ({
-      id: lastProjectId + index + 1,
-      title: `프로젝트 ${lastProjectId + index + 1}`,
-      workspaceId,
-      projectType: ['classification', 'detection', 'segmentation'][index % 3] as
-        | 'classification'
-        | 'detection'
-        | 'segmentation',
-      createdAt: new Date().toISOString(),
-      updatedAt: new Date().toISOString(),
-      thumbnail: `thumbnail_${lastProjectId + index + 1}.jpg`,
-    }));
-
-    // 응답 생성
-    const response: ProjectResponse[] = projects;
-
-    return HttpResponse.json(response);
-  }),
-
-  http.get('/api/projects/:projectId', ({ params }) => {
-    // 프로젝트 조회 핸들러
-    const { projectId } = params;
-    const response: ProjectResponse = {
-      id: parseInt(projectId as string, 10),
-      title: 'Project Title',
-      workspaceId: 1,
-      projectType: 'classification',
-      createdAt: '2024-09-18T05:04:44.668Z',
-      updatedAt: '2024-09-18T05:04:44.668Z',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  http.post('/api/workspaces/:workspaceId/projects', () => {
-    // 프로젝트 생성 핸들러
-    const response: ProjectResponse = {
-      id: 3,
-      title: 'New Project',
-      workspaceId: 1,
-      projectType: 'detection',
-      createdAt: '2024-09-18T05:04:44.668Z',
-      updatedAt: '2024-09-18T05:04:44.668Z',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  http.put('/api/projects/:projectId', ({ params }) => {
-    // 프로젝트 수정 핸들러
-    const { projectId } = params;
-    const response: ProjectResponse = {
-      id: parseInt(projectId as string, 10),
-      title: 'Updated Project Title',
-      workspaceId: 1,
-      projectType: 'segmentation',
-      createdAt: '2024-09-18T05:04:44.668Z',
-      updatedAt: '2024-09-18T06:00:00.668Z',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  http.delete('/api/projects/:projectId', ({ params }) => {
-    const { projectId } = params;
-    console.log(projectId);
-    return HttpResponse.json({});
-  }),
-
-  http.post('/api/projects/:projectId/label/auto', () => {
-    const response: AutoLabelingResponse = {
-      imageId: 1,
-      imageUrl: 'image-url.jpg',
-      data: `{
-        "version": "0.1.0",
-        "task_type": "cls",
-        "shapes": [
-          {
-            "label": "NG",
-            "color": "#FF0000",
-            "points": [[0, 0]],
-            "group_id": null,
-            "shape_type": "point",
-            "flags": {}
-          }
-        ],
-        "split": "none",
-        "imageHeight": 2000,
-        "imageWidth": 4000,
-        "imageDepth": 4
-      }`,
-    };
-    return HttpResponse.json(response);
-  }),
-
-  // DELETE: 프로젝트 멤버 제거 핸들러
-  http.delete('/api/projects/:projectId/members', ({ params }) => {
-    const { projectId } = params;
-
-    return HttpResponse.json({ message: `프로젝트 ${projectId}에서 멤버 제거 성공` });
-  }),
-  // PUT: 프로젝트 멤버 권한 수정 핸들러
-  http.put('/api/projects/:projectId/members', () => {
-    return HttpResponse.json({});
-  }),
-  // POST: 워크스페이스 멤버 추가 핸들러
-  http.post('/api/workspaces/:workspaceId/members/:memberId', ({ params }) => {
-    const { workspaceId, memberId } = params;
-
-    if (!workspaceId || !memberId) {
-      const errorResponse: ErrorResponse = {
-        status: 400,
-        code: 1002,
-        message: '잘못된 요청입니다. 요청을 확인해주세요.',
-        isSuccess: false,
-      };
-      return HttpResponse.json(errorResponse, { status: 400 });
-    }
-
-    // 성공 응답
-    const response: WorkspaceResponse = {
-      id: parseInt(workspaceId as string, 10),
-      memberId: 'abc1324',
-      title: 'Workspace 1',
-      content: 'Workspace for testing',
-      createdAt: new Date().toISOString(),
-      updatedAt: new Date().toISOString(),
-    };
-
-    return HttpResponse.json(response, { status: 200 });
-  }),
-
-  // GET: 프로젝트 멤버 리스트 조회 핸들러 (가상)
-  // 실제 구현 시 API 경로와 메서드를 확인 후 업데이트 필요
-  http.get('/api/projects/:projectId/members', () => {
-    const members: MemberResponse[] = [
-      { id: 1, nickname: 'admin', profileImage: 'admin.jpg', email: 'j9@naver.com' },
-      { id: 2, nickname: 'editor', profileImage: 'editor.jpg', email: 'j9@naver.com' },
-      { id: 3, nickname: 'viewer', profileImage: 'viewer.jpg', email: 'j9@naver.com' },
-    ];
-
-    return HttpResponse.json(members);
-  }),
-
-  // GET: 워크스페이스 멤버 리스트 조회 핸들러 (가상)
-  // 실제 구현 시 API 경로와 메서드를 확인 후 업데이트 필요
-  http.get('/api/workspaces/:workspaceId/members', () => {
-    const members: MemberResponse[] = [
-      { id: 1, nickname: 'admin', profileImage: 'admin.jpg', email: 'j9@naver.com' },
-      { id: 2, nickname: 'editor', profileImage: 'editor.jpg', email: 'j9@naver.com' },
-      { id: 3, nickname: 'viewer', profileImage: 'viewer.jpg', email: 'j9@naver.com' },
-    ];
-
-    return HttpResponse.json(members);
-  }),
-
-  // Folder and Image Handlers
-  http.get('/api/projects/:projectId/folders/:folderId', ({ params }) => {
-    const { folderId } = params;
-    const response: FolderResponse = {
-      id: parseInt(folderId as string, 10),
-      title: 'My Folder',
-      images: [
-        {
-          id: 1,
-          imageTitle: 'image.jpg',
-          imagePath: 'https://example.com/image.jpg',
-          dataPath: 'https://example.com/image.json',
-          status: 'PENDING',
-        },
-        {
-          id: 2,
-          imageTitle: 'another_image.jpg',
-          imagePath: 'https://example.com/another_image.jpg',
-          dataPath: 'https://example.com/another_image.json',
-          status: 'IN_PROGRESS',
-        },
-      ],
-      children: [
-        {
-          id: 1,
-          title: 'Car',
-        },
-        {
-          id: 2,
-          title: 'Bike',
-        },
-      ],
-    };
-    return HttpResponse.json(response);
-  }),
-
-  http.get('/api/projects/:projectId/folders/:folderId/images/:imageId', ({ params }) => {
-    // 이미지 조회 핸들러
-    const { imageId } = params;
-    const response: ImageResponse = {
-      id: parseInt(imageId as string, 10),
-      imageTitle: 'Image Title',
-      imagePath: 'image-url.jpg',
-      dataPath: 'data-url.json',
-      status: 'PENDING',
-    };
-    return HttpResponse.json(response);
-  }),
-
-  // Auto Labeling Handler
-  http.post('/api/projects/:projectId/label/auto', () => {
-    const response: AutoLabelingResponse = {
-      imageId: 1,
-      imageUrl: 'image-url.jpg',
-      data: `{
-        "version": "0.1.0",
-        "task_type": "cls",
-        "shapes": [
-          {
-            "label": "NG",
-            "color": "#FF0000",
-            "points": [[0, 0]],
-            "group_id": null,
-            "shape_type": "point",
-            "flags": {}
-          }
-        ],
-        "split": "none",
-        "imageHeight": 2000,
-        "imageWidth": 4000,
-        "imageDepth": 4
-      }`,
-    };
-    return HttpResponse.json(response);
-  }),
-
-  // Error Handler Example
-  http.get('/api/error', () => {
-    const errorResponse: ErrorResponse = {
-      status: 400,
-      code: 1003,
-      message: '필수 요청 파라미터가 입력되지 않았습니다.',
-      isSuccess: false,
-    };
-    return HttpResponse.json(errorResponse);
-  }),
+  ...authHandlers,
+  ...labelHandlers,
+  ...reviewHandlers,
+  ...categoryHandlers,
+  ...memberHandlers,
+  ...workspaceHandlers,
+  ...folderHandlers,
+  ...modelHandlers,
+  ...imageHandlers,
+  ...projectHandlers,
 ];
diff --git a/frontend/src/mocks/imageHandlers.ts b/frontend/src/mocks/imageHandlers.ts
new file mode 100644
index 0000000..58f0857
--- /dev/null
+++ b/frontend/src/mocks/imageHandlers.ts
@@ -0,0 +1,122 @@
+import { http, HttpResponse } from 'msw';
+import { ImageMoveRequest, ImageStatusChangeRequest } from '@/types';
+
+export const imageHandlers = [
+  // 이미지 조회 핸들러
+  http.get('/api/images/:imageId', ({ params }) => {
+    const imageId = Array.isArray(params.imageId)
+      ? parseInt(params.imageId[0], 10)
+      : parseInt(params.imageId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    const imageResponse = {
+      id: imageId,
+      title: `Image ${imageId}`,
+      url: `https://example.com/images/${imageId}`,
+      memberId,
+    };
+
+    return HttpResponse.json(imageResponse);
+  }),
+
+  // 이미지 이동 핸들러
+  http.put('/api/images/:imageId', async ({ params, request }) => {
+    const imageId = Array.isArray(params.imageId)
+      ? parseInt(params.imageId[0], 10)
+      : parseInt(params.imageId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    const moveRequest = (await request.json()) as ImageMoveRequest;
+
+    return HttpResponse.json({
+      message: `Image ${imageId} moved to folder ${moveRequest.moveFolderId} by member ${memberId}`,
+    });
+  }),
+
+  // 이미지 삭제 핸들러
+  http.delete('/api/images/:imageId', ({ params }) => {
+    const imageId = Array.isArray(params.imageId)
+      ? parseInt(params.imageId[0], 10)
+      : parseInt(params.imageId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    return HttpResponse.json({ message: `Image ${imageId} deleted by member ${memberId}` });
+  }),
+
+  // 이미지 상태 변경 핸들러
+  http.put('/api/images/:imageId/status', async ({ params, request }) => {
+    const imageId = Array.isArray(params.imageId)
+      ? parseInt(params.imageId[0], 10)
+      : parseInt(params.imageId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    const statusChangeRequest = (await request.json()) as ImageStatusChangeRequest;
+
+    return HttpResponse.json({
+      message: `Image ${imageId} status changed to ${statusChangeRequest.labelStatus} by member ${memberId}`,
+    });
+  }),
+
+  // 이미지 파일 업로드 핸들러
+  http.post('/api/projects/:projectId/folders/:folderId/images/file', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const folderId = Array.isArray(params.folderId)
+      ? parseInt(params.folderId[0], 10)
+      : parseInt(params.folderId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    const formData = await request.formData();
+
+    const files = formData.getAll('imageList') as File[];
+
+    return HttpResponse.json({
+      message: `Uploaded ${files.length} images to folder ${folderId} in project ${projectId} by member ${memberId}`,
+    });
+  }),
+
+  // 이미지 폴더 업로드 핸들러
+  http.post('/api/projects/:projectId/folders/:folderId/images/file', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    const formData = await request.formData();
+    const files = formData.getAll('imageList') as File[];
+
+    return HttpResponse.json({
+      message: `Uploaded ${files.length} images to folder 0 in project ${projectId} by member ${memberId}`,
+    });
+  }),
+
+  // 이미지 ZIP 파일 업로드 핸들러
+  http.post('/api/projects/:projectId/folders/:folderId/images/zip', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    const formData = await request.formData();
+    const file = formData.get('folderZip') as File;
+
+    return HttpResponse.json({
+      message: `Uploaded zip file "${file.name}" to project ${projectId} by member ${memberId}`,
+    });
+  }),
+];
diff --git a/frontend/src/mocks/labelHandlers.ts b/frontend/src/mocks/labelHandlers.ts
new file mode 100644
index 0000000..e8d5ca8
--- /dev/null
+++ b/frontend/src/mocks/labelHandlers.ts
@@ -0,0 +1,36 @@
+import { http, HttpResponse } from 'msw';
+
+export const labelHandlers = [
+  // 이미지 레이블 저장 핸들러
+  http.post('/api/projects/:projectId/images/:imageId/label', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const imageId = Array.isArray(params.imageId)
+      ? parseInt(params.imageId[0], 10)
+      : parseInt(params.imageId as string, 10);
+
+    const labelData = (await request.json()) as { data: string };
+
+    return HttpResponse.json({
+      message: `Label saved for image ${imageId} in project ${projectId}`,
+      labelData: labelData.data,
+    });
+  }),
+
+  // 자동 레이블링 실행 핸들러
+  http.post('/api/projects/:projectId/label/auto', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const memberId = Array.isArray(params.memberId)
+      ? parseInt(params.memberId[0], 10)
+      : parseInt(params.memberId as string, 10);
+
+    // 여기에서는 예를 들어 자동 레이블링 작업이 성공적으로 완료된 상황을 가정합니다.
+    return HttpResponse.json({
+      message: `Auto-labeling started for project ${projectId} by member ${memberId}`,
+      status: 'IN_PROGRESS',
+    });
+  }),
+];
diff --git a/frontend/src/mocks/memberHandlers.ts b/frontend/src/mocks/memberHandlers.ts
new file mode 100644
index 0000000..d92a54b
--- /dev/null
+++ b/frontend/src/mocks/memberHandlers.ts
@@ -0,0 +1,18 @@
+import { http, HttpResponse } from 'msw';
+import { MemberResponse } from '@/types';
+
+export const memberHandlers = [
+  http.get('/api/members', ({ params }) => {
+    const keyword = Array.isArray(params.keyword) ? params.keyword[0] : params.keyword;
+
+    const members: MemberResponse[] = [
+      { id: 1, nickname: 'john_doe', profileImage: 'john.jpg', email: 'john@example.com' },
+      { id: 2, nickname: 'jane_doe', profileImage: 'jane.jpg', email: 'jane@example.com' },
+      { id: 3, nickname: 'sam_smith', profileImage: 'sam.jpg', email: 'sam@example.com' },
+    ];
+
+    const filteredMembers = members.filter((member) => member.email.includes(keyword || ''));
+
+    return HttpResponse.json(filteredMembers);
+  }),
+];
diff --git a/frontend/src/mocks/modelHandlers.ts b/frontend/src/mocks/modelHandlers.ts
new file mode 100644
index 0000000..3d42ec4
--- /dev/null
+++ b/frontend/src/mocks/modelHandlers.ts
@@ -0,0 +1,201 @@
+import { http, HttpResponse } from 'msw';
+import {
+  ModelRequest,
+  ModelResponse,
+  ProjectModelsResponse,
+  ModelCategoryResponse,
+  ModelTrainRequest,
+  ResultResponse,
+  ReportResponse,
+} from '@/types';
+
+export const modelHandlers = [
+  // 모델 이름 업데이트 핸들러
+  http.put('/api/projects/:projectId/models/:modelId', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const modelId = Array.isArray(params.modelId)
+      ? parseInt(params.modelId[0], 10)
+      : parseInt(params.modelId as string, 10);
+    console.log(projectId);
+    const modelData = (await request.json()) as ModelRequest;
+
+    const updatedModel: ModelResponse = {
+      id: modelId,
+      name: modelData.name,
+    };
+
+    return HttpResponse.json(updatedModel);
+  }),
+
+  // 모델 학습 핸들러
+  http.post('/api/projects/:projectId/train', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+
+    const trainData = (await request.json()) as ModelTrainRequest;
+
+    return HttpResponse.json({
+      message: `Model training started for project ${projectId}`,
+      trainData,
+    });
+  }),
+
+  // 프로젝트의 모델 리스트 조회 핸들러
+  http.get('/api/projects/:projectId/models', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+
+    const models: ProjectModelsResponse = [
+      { id: 1, name: 'Model 1' },
+      { id: 2, name: 'Model 2' },
+    ];
+
+    return HttpResponse.json(models);
+  }),
+
+  // 모델 추가 핸들러
+  http.post('/api/projects/:projectId/models', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+
+    const modelData = (await request.json()) as ModelRequest;
+    console.log(projectId);
+
+    const newModel: ModelResponse = {
+      id: Math.floor(Math.random() * 1000), // 임의로 ID 생성
+      name: modelData.name,
+    };
+
+    return HttpResponse.json(newModel);
+  }),
+
+  // 모델 카테고리 조회 핸들러
+  http.get('/api/models/:modelId/categories', ({ params }) => {
+    const modelId = Array.isArray(params.modelId)
+      ? parseInt(params.modelId[0], 10)
+      : parseInt(params.modelId as string, 10);
+    console.log(modelId);
+    const categories: ModelCategoryResponse[] = [
+      { id: 1, name: 'Category 1' },
+      { id: 2, name: 'Category 2' },
+    ];
+
+    return HttpResponse.json(categories);
+  }),
+
+  // 모델 결과 조회 핸들러
+  http.get('/api/results/model/:modelId', ({ params }) => {
+    const modelId = Array.isArray(params.modelId)
+      ? parseInt(params.modelId[0], 10)
+      : parseInt(params.modelId as string, 10);
+    console.log(modelId);
+    const results: ResultResponse[] = [
+      {
+        id: 1,
+        precision: 0.85,
+        recall: 0.8,
+        fitness: 0.9,
+        ratio: 0.75,
+        epochs: 50,
+        batch: 32,
+        lr0: 0.001,
+        lrf: 0.0001,
+        optimizer: 'ADAM',
+        map50: 0.92,
+        map5095: 0.88,
+      },
+      {
+        id: 2,
+        precision: 0.87,
+        recall: 0.82,
+        fitness: 0.91,
+        ratio: 0.77,
+        epochs: 40,
+        batch: 16,
+        lr0: 0.001,
+        lrf: 0.00005,
+        optimizer: 'SGD',
+        map50: 0.93,
+        map5095: 0.89,
+      },
+    ];
+
+    return HttpResponse.json(results);
+  }),
+
+  // 모델 보고서 조회 핸들러
+  http.get('/api/projects/:projectId/reports/model/:modelId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const modelId = Array.isArray(params.modelId)
+      ? parseInt(params.modelId[0], 10)
+      : parseInt(params.modelId as string, 10);
+    console.log(projectId);
+    const reports: ReportResponse[] = [
+      {
+        modelId: modelId,
+        totalEpochs: 5,
+        epoch: 1,
+        boxLoss: 0.05,
+        clsLoss: 0.04,
+        dflLoss: 0.03,
+        fitness: 0.88,
+        epochTime: 110,
+        leftSecond: 1000,
+      },
+      {
+        modelId: modelId,
+        totalEpochs: 5,
+        epoch: 2,
+        boxLoss: 0.04,
+        clsLoss: 0.035,
+        dflLoss: 0.025,
+        fitness: 0.89,
+        epochTime: 115,
+        leftSecond: 900,
+      },
+      {
+        modelId: modelId,
+        totalEpochs: 5,
+        epoch: 3,
+        boxLoss: 0.03,
+        clsLoss: 0.03,
+        dflLoss: 0.02,
+        fitness: 0.9,
+        epochTime: 120,
+        leftSecond: 800,
+      },
+      {
+        modelId: modelId,
+        totalEpochs: 5,
+        epoch: 4,
+        boxLoss: 0.025,
+        clsLoss: 0.028,
+        dflLoss: 0.018,
+        fitness: 0.91,
+        epochTime: 125,
+        leftSecond: 700,
+      },
+      {
+        modelId: modelId,
+        totalEpochs: 5,
+        epoch: 5,
+        boxLoss: 0.02,
+        clsLoss: 0.025,
+        dflLoss: 0.015,
+        fitness: 0.92,
+        epochTime: 130,
+        leftSecond: 600,
+      },
+    ];
+
+    return HttpResponse.json(reports);
+  }),
+];
diff --git a/frontend/src/mocks/projectHandlers.ts b/frontend/src/mocks/projectHandlers.ts
new file mode 100644
index 0000000..8709cae
--- /dev/null
+++ b/frontend/src/mocks/projectHandlers.ts
@@ -0,0 +1,205 @@
+import { http, HttpResponse } from 'msw';
+import { ProjectMemberResponse, ProjectResponse } from '@/types';
+
+export const projectHandlers = [
+  // 프로젝트 목록 조회 핸들러
+  http.get('/api/workspaces/:workspaceId/projects', ({ params, request }) => {
+    const workspaceId = Array.isArray(params.workspaceId)
+      ? parseInt((params.workspaceId as string[])[0], 10)
+      : parseInt(params.workspaceId as string, 10);
+
+    const url = new URL(request.url);
+    const lastProjectId = parseInt(url.searchParams.get('lastProjectId') || '0', 10);
+    const limit = parseInt(url.searchParams.get('limit') || '10', 10);
+
+    const projects: ProjectResponse[] = Array.from({ length: limit }, (_, index) => ({
+      id: lastProjectId + index + 1,
+      title: `프로젝트 ${lastProjectId + index + 1}`,
+      workspaceId,
+      projectType: ['classification', 'detection', 'segmentation'][index % 3] as
+        | 'classification'
+        | 'detection'
+        | 'segmentation',
+      createdAt: new Date().toISOString(),
+      updatedAt: new Date().toISOString(),
+      thumbnail: `thumbnail_${lastProjectId + index + 1}.jpg`,
+    }));
+
+    return HttpResponse.json(projects);
+  }),
+
+  // 특정 프로젝트 조회 핸들러
+  http.get('/api/projects/:projectId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+
+    const response: ProjectResponse = {
+      id: projectId,
+      title: 'Project Title',
+      workspaceId: 1,
+      projectType: 'classification',
+      createdAt: '2024-09-18T05:04:44.668Z',
+      updatedAt: '2024-09-18T05:04:44.668Z',
+    };
+    return HttpResponse.json(response);
+  }),
+  // 프로젝트 생성 핸들러
+  http.post('/api/workspaces/:workspaceId/projects', async ({ params, request }) => {
+    const workspaceId = Array.isArray(params.workspaceId)
+      ? parseInt((params.workspaceId as string[])[0], 10)
+      : parseInt(params.workspaceId as string, 10);
+
+    // body의 타입을 명시적으로 정의
+    const body = (await request.json()) as {
+      title: string;
+      projectType: 'classification' | 'detection' | 'segmentation';
+    };
+    const { title, projectType } = body;
+
+    const newProject: ProjectResponse = {
+      id: Math.floor(Math.random() * 1000),
+      title,
+      workspaceId,
+      projectType,
+      createdAt: new Date().toISOString(),
+      updatedAt: new Date().toISOString(),
+    };
+
+    return HttpResponse.json(newProject);
+  }),
+
+  // 프로젝트 수정 핸들러
+  http.put('/api/projects/:projectId', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+
+    // body의 타입을 명시적으로 정의
+    const body = (await request.json()) as {
+      title: string;
+      projectType: 'classification' | 'detection' | 'segmentation';
+    };
+    const { title, projectType } = body;
+
+    const updatedProject: ProjectResponse = {
+      id: projectId,
+      title,
+      workspaceId: 1,
+      projectType,
+      createdAt: '2024-09-18T05:04:44.668Z',
+      updatedAt: new Date().toISOString(),
+    };
+
+    return HttpResponse.json(updatedProject);
+  }),
+
+  // 프로젝트 삭제 핸들러
+  http.delete('/api/projects/:projectId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(`Deleted project ${projectId}`);
+    return HttpResponse.json({ message: `Project ${projectId} deleted successfully` });
+  }),
+  // 프로젝트 멤버 조회 핸들러
+  http.get('/api/projects/:projectId/members', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+
+    const members: ProjectMemberResponse[] = [
+      {
+        memberId: 1,
+        nickname: 'adminUser',
+        profileImage: 'admin.jpg',
+        privilegeType: 'ADMIN',
+      },
+      {
+        memberId: 2,
+        nickname: 'managerUser',
+        profileImage: 'manager.jpg',
+        privilegeType: 'MANAGER',
+      },
+      {
+        memberId: 3,
+        nickname: 'editorUser',
+        profileImage: 'editor.jpg',
+        privilegeType: 'EDITOR',
+      },
+      {
+        memberId: 4,
+        nickname: 'viewerUser',
+        profileImage: 'viewer.jpg',
+        privilegeType: 'VIEWER',
+      },
+    ];
+
+    return HttpResponse.json(members);
+  }),
+
+  // 프로젝트 멤버 추가 핸들러
+  http.post('/api/projects/:projectId/members', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+
+    const newMember = (await request.json()) as {
+      nickname: string;
+      profileImage: string;
+      privilegeType: 'ADMIN' | 'MANAGER' | 'EDITOR' | 'VIEWER';
+    };
+
+    const addedMember: ProjectMemberResponse = {
+      memberId: Math.floor(Math.random() * 1000), // 임의의 ID 생성
+      nickname: newMember.nickname,
+      profileImage: newMember.profileImage,
+      privilegeType: newMember.privilegeType,
+    };
+
+    return HttpResponse.json(addedMember);
+  }),
+
+  // 프로젝트 멤버 권한 수정 핸들러
+  http.put('/api/projects/:projectId/members', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+    const privilegeData = (await request.json()) as {
+      memberId: number;
+      privilegeType: 'ADMIN' | 'MANAGER' | 'EDITOR' | 'VIEWER';
+    };
+
+    const updatedMember: ProjectMemberResponse = {
+      memberId: privilegeData.memberId,
+      nickname: 'Updated User',
+      profileImage: 'updated.jpg',
+      privilegeType: privilegeData.privilegeType,
+    };
+
+    return HttpResponse.json(updatedMember);
+  }),
+
+  // 프로젝트 멤버 삭제 핸들러
+  http.delete('/api/projects/:projectId/members', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+
+    const { targetMemberId } = (await request.json()) as { targetMemberId: number };
+
+    return HttpResponse.json({ message: `Member ${targetMemberId} removed from project ${projectId}` });
+  }),
+
+  // 프로젝트 삭제 핸들러
+  http.delete('/api/projects/:projectId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt((params.projectId as string[])[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(`Deleted project ${projectId}`);
+    return HttpResponse.json({ message: `Project ${projectId} deleted successfully` });
+  }),
+];
diff --git a/frontend/src/mocks/reviewHandlers.ts b/frontend/src/mocks/reviewHandlers.ts
new file mode 100644
index 0000000..3e5e222
--- /dev/null
+++ b/frontend/src/mocks/reviewHandlers.ts
@@ -0,0 +1,158 @@
+import { http, HttpResponse } from 'msw';
+import { ReviewDetailResponse, ReviewRequest, ReviewResponse, ReviewStatusRequest } from '@/types';
+
+export const reviewHandlers = [
+  // 리뷰 단건 조회 핸들러
+  http.get('/api/projects/:projectId/reviews/:reviewId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const reviewId = Array.isArray(params.reviewId)
+      ? parseInt(params.reviewId[0], 10)
+      : parseInt(params.reviewId as string, 10);
+    console.log(projectId);
+    const reviewDetail: ReviewDetailResponse = {
+      reviewId: reviewId,
+      title: 'Sample Review Title',
+      content: 'This is a detailed review content.',
+      reviewStatus: 'REQUESTED',
+      images: [
+        {
+          id: 1,
+          imageTitle: 'Image 1',
+          status: 'PENDING',
+          imagePath: 'https://example.com/image1.jpg',
+          dataPath: 'https://example.com/data1.json',
+        },
+      ],
+      createAt: new Date().toISOString(),
+      updateAt: new Date().toISOString(),
+      author: { id: 1, nickname: 'Author', profileImage: '', email: 'author@example.com' },
+      reviewer: { id: 2, nickname: 'Reviewer', profileImage: '', email: 'reviewer@example.com' },
+    };
+
+    return HttpResponse.json(reviewDetail);
+  }),
+
+  // 리뷰 생성 핸들러
+  http.post('/api/projects/:projectId/reviews', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    console.log(projectId);
+
+    const reviewData = (await request.json()) as ReviewRequest;
+
+    const newReview: ReviewResponse = {
+      projectId,
+      reviewId: Math.floor(Math.random() * 1000), // 임의로 생성된 ID
+      title: reviewData.title,
+      content: reviewData.content,
+      status: 'REQUESTED',
+      createAt: new Date().toISOString(),
+      updateAt: new Date().toISOString(),
+      author: { id: 1, nickname: 'Author', profileImage: '', email: 'author@example.com' },
+    };
+
+    return HttpResponse.json(newReview);
+  }),
+
+  // 리뷰 수정 핸들러
+  http.put('/api/projects/:projectId/reviews/:reviewId', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const reviewId = Array.isArray(params.reviewId)
+      ? parseInt(params.reviewId[0], 10)
+      : parseInt(params.reviewId as string, 10);
+    console.log(projectId);
+
+    const reviewData = (await request.json()) as ReviewRequest;
+
+    const updatedReview: ReviewResponse = {
+      projectId,
+      reviewId,
+      title: reviewData.title,
+      content: reviewData.content,
+      status: 'REQUESTED',
+      createAt: new Date().toISOString(),
+      updateAt: new Date().toISOString(),
+      author: { id: 1, nickname: 'Author', profileImage: '', email: 'author@example.com' },
+    };
+
+    return HttpResponse.json(updatedReview);
+  }),
+
+  // 리뷰 삭제 핸들러
+  http.delete('/api/projects/:projectId/reviews/:reviewId', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const reviewId = Array.isArray(params.reviewId)
+      ? parseInt(params.reviewId[0], 10)
+      : parseInt(params.reviewId as string, 10);
+
+    return HttpResponse.json({ message: `Review ${reviewId} from project ${projectId} deleted successfully.` });
+  }),
+
+  // 리뷰 상태 변경 핸들러
+  http.put('/api/projects/:projectId/reviews/:reviewId/status', async ({ params, request }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+    const reviewId = Array.isArray(params.reviewId)
+      ? parseInt(params.reviewId[0], 10)
+      : parseInt(params.reviewId as string, 10);
+    console.log(projectId);
+
+    const statusRequest = (await request.json()) as ReviewStatusRequest;
+
+    const updatedReview: ReviewResponse = {
+      projectId,
+      reviewId,
+      title: `Updated Review ${reviewId}`,
+      content: 'Updated content',
+      status: statusRequest.reviewStatus,
+      createAt: new Date().toISOString(),
+      updateAt: new Date().toISOString(),
+      author: { id: 1, nickname: 'Author', profileImage: '', email: 'author@example.com' },
+    };
+
+    return HttpResponse.json(updatedReview);
+  }),
+
+  http.get('/api/projects/:projectId/reviews', ({ params }) => {
+    const projectId = Array.isArray(params.projectId)
+      ? parseInt(params.projectId[0], 10)
+      : parseInt(params.projectId as string, 10);
+
+    const reviewStatus = Array.isArray(params.reviewStatus) ? params.reviewStatus[0] : params.reviewStatus;
+
+    const lastReviewId = Array.isArray(params.lastReviewId)
+      ? parseInt(params.lastReviewId[0], 10)
+      : parseInt(params.lastReviewId as string, 10) || 0;
+
+    const limitPage = Array.isArray(params.limitPage)
+      ? parseInt(params.limitPage[0], 10)
+      : parseInt(params.limitPage as string, 10) || 10;
+
+    // 총 100개의 리뷰를 생성
+    const totalReviews = 100;
+    const reviews: ReviewResponse[] = Array.from({ length: totalReviews }, (_, index) => ({
+      projectId,
+      reviewId: index + 1,
+      title: `Review ${index + 1}`,
+      content: `Review content ${index + 1}`,
+      status: (reviewStatus || 'REQUESTED') as 'REQUESTED' | 'APPROVED' | 'REJECTED',
+      createAt: new Date().toISOString(),
+      updateAt: new Date().toISOString(),
+      author: { id: 1, nickname: 'Author', profileImage: '', email: 'author@example.com' },
+    }));
+
+    // 마지막 리뷰 ID 기준으로 데이터를 잘라서 반환
+    const startIndex = lastReviewId > 0 ? lastReviewId : 0;
+    const slicedReviews = reviews.slice(startIndex, startIndex + limitPage);
+
+    return HttpResponse.json(slicedReviews);
+  }),
+];
diff --git a/frontend/src/mocks/workspaceHandlers.ts b/frontend/src/mocks/workspaceHandlers.ts
new file mode 100644
index 0000000..afcee10
--- /dev/null
+++ b/frontend/src/mocks/workspaceHandlers.ts
@@ -0,0 +1,166 @@
+import { http, HttpResponse } from 'msw';
+import { WorkspaceResponse, WorkspaceListResponse, ReviewResponse, WorkspaceMemberResponse } from '@/types';
+
+export const workspaceHandlers = [
+  // 워크스페이스 조회 핸들러
+  http.get('/api/workspaces/:workspaceId', ({ params }) => {
+    const { workspaceId } = params;
+    const response: WorkspaceResponse = {
+      id: parseInt(workspaceId as string, 10),
+      memberId: 'abc1324',
+      title: 'workspace1',
+      content: '갤럭시 s24 불량 검증',
+      createdAt: '2024-09-18T05:04:44.668Z',
+      updatedAt: '2024-09-18T05:04:44.668Z',
+    };
+    return HttpResponse.json(response);
+  }),
+
+  // 워크스페이스 수정 핸들러
+  http.put('/api/workspaces/:workspaceId', ({ params }) => {
+    const { workspaceId } = params;
+    const response: WorkspaceResponse = {
+      id: parseInt(workspaceId as string, 10),
+      memberId: 'abc1324',
+      title: 'Updated Workspace Title',
+      content: 'Updated Workspace Content',
+      createdAt: '2024-09-18T05:04:44.668Z',
+      updatedAt: '2024-09-18T06:00:00.668Z',
+    };
+    return HttpResponse.json(response);
+  }),
+
+  // 워크스페이스 삭제 핸들러
+  http.delete('/api/workspaces/:workspaceId', ({ params }) => {
+    const { workspaceId } = params;
+    console.log(`Workspace ${workspaceId} deleted`);
+    return HttpResponse.json({});
+  }),
+
+  http.get('/api/workspaces', () => {
+    console.log('워크스페이스 목록 전체 조회');
+
+    const workspaces: WorkspaceListResponse = {
+      workspaceResponses: [
+        {
+          id: 1,
+          memberId: 'abc1324',
+          title: 'Workspace 1',
+          content: 'Content 1',
+          createdAt: '2024-09-18T05:04:44.668Z',
+          updatedAt: '2024-09-18T05:04:44.668Z',
+        },
+        {
+          id: 2,
+          memberId: 'xyz5678',
+          title: 'Workspace 2',
+          content: 'Content 2',
+          createdAt: '2024-09-19T05:04:44.668Z',
+          updatedAt: '2024-09-19T05:04:44.668Z',
+        },
+      ],
+    };
+
+    return HttpResponse.json(workspaces);
+  }),
+  // 워크스페이스 멤버 추가 핸들러
+  http.post('/api/workspaces/:workspaceId/members/:newMemberId', async ({ params }) => {
+    const workspaceId = Array.isArray(params.workspaceId)
+      ? parseInt((params.workspaceId as string[])[0], 10)
+      : parseInt(params.workspaceId as string, 10);
+    const newMemberId = Array.isArray(params.newMemberId)
+      ? parseInt((params.newMemberId as string[])[0], 10)
+      : parseInt(params.newMemberId as string, 10);
+    console.log(workspaceId);
+    const addedMember: WorkspaceMemberResponse = {
+      id: newMemberId,
+      nickname: `Member${newMemberId}`,
+      profileImage: `profile${newMemberId}.jpg`,
+    };
+
+    return HttpResponse.json(addedMember);
+  }),
+
+  // 워크스페이스 멤버 삭제 핸들러
+  http.delete('/api/workspaces/:workspaceId/members/:targetMemberId', ({ params }) => {
+    const workspaceId = Array.isArray(params.workspaceId)
+      ? parseInt((params.workspaceId as string[])[0], 10)
+      : parseInt(params.workspaceId as string, 10);
+    const targetMemberId = Array.isArray(params.targetMemberId)
+      ? parseInt((params.targetMemberId as string[])[0], 10)
+      : parseInt(params.targetMemberId as string, 10);
+
+    return HttpResponse.json({ message: `Member ${targetMemberId} removed from workspace ${workspaceId}` });
+  }),
+
+  // 워크스페이스 멤버 조회 핸들러
+  http.get('/api/workspaces/:workspaceId/members', ({ params }) => {
+    const workspaceId = Array.isArray(params.workspaceId)
+      ? parseInt((params.workspaceId as string[])[0], 10)
+      : parseInt(params.workspaceId as string, 10);
+    console.log(workspaceId);
+
+    const members: WorkspaceMemberResponse[] = [
+      {
+        id: 1,
+        nickname: 'adminUser',
+        profileImage: 'admin.jpg',
+      },
+      {
+        id: 2,
+        nickname: 'managerUser',
+        profileImage: 'manager.jpg',
+      },
+      {
+        id: 3,
+        nickname: 'editorUser',
+        profileImage: 'editor.jpg',
+      },
+    ];
+
+    return HttpResponse.json(members);
+  }),
+
+  // 워크스페이스 리뷰 조회 핸들러
+  http.get('/api/workspaces/:workspaceId/reviews', ({ params }) => {
+    const workspaceId = Array.isArray(params.workspaceId)
+      ? parseInt((params.workspaceId as string[])[0], 10)
+      : parseInt(params.workspaceId as string, 10);
+    console.log(workspaceId);
+
+    const reviews: ReviewResponse[] = [
+      {
+        reviewId: 1,
+        projectId: 1,
+        title: 'First Review',
+        content: 'This is a review content.',
+        status: 'APPROVED',
+        author: {
+          id: 1,
+          nickname: 'Reviewer1',
+          profileImage: 'reviewer1.jpg',
+          email: 'reviewer1@example.com',
+        },
+        createAt: new Date().toISOString(),
+        updateAt: new Date().toISOString(),
+      },
+      {
+        reviewId: 2,
+        projectId: 2,
+        title: 'Second Review',
+        content: 'This is another review content.',
+        status: 'REQUESTED',
+        author: {
+          id: 2,
+          nickname: 'Reviewer2',
+          profileImage: 'reviewer2.jpg',
+          email: 'reviewer2@example.com',
+        },
+        createAt: new Date().toISOString(),
+        updateAt: new Date().toISOString(),
+      },
+    ];
+
+    return HttpResponse.json(reviews);
+  }),
+];
diff --git a/frontend/src/pages/Home.tsx b/frontend/src/pages/Home.tsx
index 27f56fb..2e0baaf 100644
--- a/frontend/src/pages/Home.tsx
+++ b/frontend/src/pages/Home.tsx
@@ -1,25 +1,12 @@
-import { useRef } from 'react';
 import { Link } from 'react-router-dom';
 import GoogleLogo from '@/assets/icons/web_neutral_rd_ctn@1x.png';
 import useAuthStore from '@/stores/useAuthStore';
 import { Button } from '@/components/ui/button';
-import { getProfile } from '@/api/authApi';
+
 const BASE_URL = import.meta.env.VITE_API_URL;
 
 export default function Home() {
-  const { isLoggedIn, accessToken, setLoggedIn, profile, setProfile } = useAuthStore();
-  const hasFetchedProfile = useRef(false);
-
-  if (!isLoggedIn && !profile && !hasFetchedProfile.current && accessToken) {
-    setLoggedIn(true, accessToken);
-    getProfile().then((data) => {
-      setProfile(data);
-      hasFetchedProfile.current = true;
-    });
-  }
-  const handleGoogleSignIn = () => {
-    window.location.href = `${BASE_URL}/login/oauth2/authorization/google`;
-  };
+  const { accessToken } = useAuthStore();
 
   return (
     <div className="flex h-full flex-col items-center justify-center bg-gray-50 p-8">
@@ -42,9 +29,9 @@ export default function Home() {
         </p>
       </div>
 
-      {!isLoggedIn ? (
-        <button
-          onClick={handleGoogleSignIn}
+      {!accessToken ? (
+        <a
+          href={`${BASE_URL}/login/oauth2/authorization/google`}
           className="mb-4 transition hover:opacity-90 focus:outline-none focus:ring-2 focus:ring-gray-300 active:opacity-80"
         >
           <img
@@ -52,7 +39,7 @@ export default function Home() {
             alt="Sign in with Google"
             className="h-auto w-full"
           />
-        </button> // 404 에러 방지
+        </a> // 404 에러 방지
       ) : (
         <>
           <Button
diff --git a/frontend/src/pages/ProjectReviewList.tsx b/frontend/src/pages/ProjectReviewList.tsx
index 405743d..4fa219c 100644
--- a/frontend/src/pages/ProjectReviewList.tsx
+++ b/frontend/src/pages/ProjectReviewList.tsx
@@ -1,4 +1,4 @@
-import { useState } from 'react';
+import { Suspense, useState, useEffect, useRef } from 'react';
 import { useParams, Link } from 'react-router-dom';
 import useReviewByStatusQuery from '@/queries/reviews/useReviewByStatusQuery';
 import useAuthStore from '@/stores/useAuthStore';
@@ -14,33 +14,70 @@ export default function ProjectReviewList() {
   const [, setSearchQuery] = useState('');
   const [sortValue, setSortValue] = useState('latest');
 
-  const { data: projectReviews = [] } = useReviewByStatusQuery(
+  const { data, fetchNextPage, hasNextPage, isFetchingNextPage } = useReviewByStatusQuery(
     Number(projectId),
     memberId,
     activeTab !== 'all' ? activeTab : undefined
   );
 
-  return (
-    <div>
-      <header className="bg-background sticky top-0 z-10 flex h-[57px] items-center gap-1 border-b px-4">
-        <h1 className="text-xl font-semibold">프로젝트 리뷰</h1>
-        <Link
-          to={`/admin/${workspaceId}/reviews/request`}
-          className="ml-auto"
-        >
-          <Button variant="outlinePrimary">리뷰 요청</Button>
-        </Link>
-      </header>
+  const projectReviews = data?.pages.flat() || [];
 
-      <ReviewList
-        reviews={projectReviews}
-        activeTab={activeTab}
-        setActiveTab={setActiveTab}
-        setSearchQuery={setSearchQuery}
-        sortValue={sortValue}
-        setSortValue={setSortValue}
-        workspaceId={Number(workspaceId)}
-      />
-    </div>
+  const loadMoreRef = useRef<HTMLDivElement | null>(null);
+
+  useEffect(() => {
+    if (!hasNextPage || isFetchingNextPage) return;
+
+    const observer = new IntersectionObserver(
+      (entries) => {
+        if (entries[0].isIntersecting) {
+          fetchNextPage();
+        }
+      },
+      { threshold: 1.0 }
+    );
+
+    const currentLoadMoreRef = loadMoreRef.current;
+    if (currentLoadMoreRef) {
+      observer.observe(currentLoadMoreRef);
+    }
+
+    return () => {
+      if (currentLoadMoreRef) {
+        observer.unobserve(currentLoadMoreRef);
+      }
+    };
+  }, [hasNextPage, isFetchingNextPage, fetchNextPage]);
+
+  return (
+    <Suspense fallback={<div></div>}>
+      <div>
+        <header className="sticky top-0 z-10 flex h-[57px] items-center gap-1 border-b bg-white px-4">
+          <h1 className="text-xl font-semibold">프로젝트 리뷰</h1>
+          <Link
+            to={`/admin/${workspaceId}/reviews/request`}
+            className="ml-auto"
+          >
+            <Button variant="outlinePrimary">리뷰 요청</Button>
+          </Link>
+        </header>
+
+        <ReviewList
+          reviews={projectReviews}
+          activeTab={activeTab}
+          setActiveTab={setActiveTab}
+          setSearchQuery={setSearchQuery}
+          sortValue={sortValue}
+          setSortValue={setSortValue}
+          workspaceId={Number(workspaceId)}
+        />
+
+        {isFetchingNextPage}
+
+        <div
+          ref={loadMoreRef}
+          className="h-1"
+        />
+      </div>
+    </Suspense>
   );
 }
diff --git a/frontend/src/pages/WorkspaceReviewList.tsx b/frontend/src/pages/WorkspaceReviewList.tsx
index 92f0a7c..9c01c1c 100644
--- a/frontend/src/pages/WorkspaceReviewList.tsx
+++ b/frontend/src/pages/WorkspaceReviewList.tsx
@@ -1,10 +1,10 @@
-import { useState } from 'react';
+import { useState, useEffect, useRef } from 'react';
 import { useParams, Link } from 'react-router-dom';
 import useWorkspaceReviewsQuery from '@/queries/workspaces/useWorkspaceReviewsQuery';
 import useAuthStore from '@/stores/useAuthStore';
 import ReviewList from '@/components/ReviewList';
 import { Button } from '@/components/ui/button';
-
+import { Suspense } from 'react';
 export default function WorkspaceReviewList() {
   const { workspaceId } = useParams<{ workspaceId: string }>();
   const profile = useAuthStore((state) => state.profile);
@@ -14,32 +14,70 @@ export default function WorkspaceReviewList() {
   const [, setSearchQuery] = useState('');
   const [sortValue, setSortValue] = useState('latest');
 
-  const { data: workspaceReviews = [] } = useWorkspaceReviewsQuery(
+  const { data, fetchNextPage, hasNextPage, isFetchingNextPage } = useWorkspaceReviewsQuery(
     Number(workspaceId),
     memberId,
     activeTab !== 'all' ? activeTab : undefined
   );
 
+  const workspaceReviews = data?.pages.flat() || [];
+
+  const loadMoreRef = useRef<HTMLDivElement | null>(null);
+
+  useEffect(() => {
+    if (!hasNextPage || isFetchingNextPage) return;
+
+    const observer = new IntersectionObserver(
+      (entries) => {
+        if (entries[0].isIntersecting) {
+          fetchNextPage();
+        }
+      },
+      { threshold: 1.0 }
+    );
+
+    const currentLoadMoreRef = loadMoreRef.current;
+    if (currentLoadMoreRef) {
+      observer.observe(currentLoadMoreRef);
+    }
+
+    return () => {
+      if (currentLoadMoreRef) {
+        observer.unobserve(currentLoadMoreRef);
+      }
+    };
+  }, [hasNextPage, isFetchingNextPage, fetchNextPage]);
+
   return (
-    <div>
-      <header className="bg-background sticky top-0 z-10 flex h-[57px] items-center gap-1 border-b px-4">
-        <h1 className="text-xl font-semibold">워크스페이스 리뷰</h1>
-        <Link
-          to={`/admin/${workspaceId}/reviews/request`}
-          className="ml-auto"
-        >
-          <Button variant="outlinePrimary">리뷰 요청</Button>
-        </Link>
-      </header>
-      <ReviewList
-        reviews={workspaceReviews}
-        activeTab={activeTab}
-        setActiveTab={setActiveTab}
-        setSearchQuery={setSearchQuery}
-        sortValue={sortValue}
-        setSortValue={setSortValue}
-        workspaceId={Number(workspaceId)}
-      />
-    </div>
+    <Suspense fallback={<div></div>}>
+      <div>
+        <header className="sticky top-0 z-10 flex h-[57px] items-center gap-1 border-b bg-white px-4">
+          <h1 className="text-xl font-semibold">워크스페이스 리뷰</h1>
+          <Link
+            to={`/admin/${workspaceId}/reviews/request`}
+            className="ml-auto"
+          >
+            <Button variant="outlinePrimary">리뷰 요청</Button>
+          </Link>
+        </header>
+
+        <ReviewList
+          reviews={workspaceReviews}
+          activeTab={activeTab}
+          setActiveTab={setActiveTab}
+          setSearchQuery={setSearchQuery}
+          sortValue={sortValue}
+          setSortValue={setSortValue}
+          workspaceId={Number(workspaceId)}
+        />
+
+        {isFetchingNextPage}
+
+        <div
+          ref={loadMoreRef}
+          className="h-1"
+        />
+      </div>
+    </Suspense>
   );
 }
diff --git a/frontend/src/queries/auth/useLogoutQuery.ts b/frontend/src/queries/auth/useLogoutQuery.ts
new file mode 100644
index 0000000..2379128
--- /dev/null
+++ b/frontend/src/queries/auth/useLogoutQuery.ts
@@ -0,0 +1,16 @@
+import { useMutation, useQueryClient } from '@tanstack/react-query';
+import useAuthStore from '@/stores/useAuthStore';
+import { logout } from '@/api/authApi';
+
+export default function useLogoutQuery() {
+  const queryClient = useQueryClient();
+  const { clearAuth } = useAuthStore();
+
+  return useMutation({
+    mutationFn: logout,
+    onSuccess: () => {
+      clearAuth();
+      queryClient.invalidateQueries({ queryKey: ['profile'] });
+    },
+  });
+}
diff --git a/frontend/src/queries/auth/useReissueTokenQuery.ts b/frontend/src/queries/auth/useReissueTokenQuery.ts
index 1cba196..3f5a9ae 100644
--- a/frontend/src/queries/auth/useReissueTokenQuery.ts
+++ b/frontend/src/queries/auth/useReissueTokenQuery.ts
@@ -4,12 +4,12 @@ import { reissueToken } from '@/api/authApi';
 
 export default function useReissueTokenQuery() {
   const queryClient = useQueryClient();
-  const { setLoggedIn } = useAuthStore();
+  const { setToken } = useAuthStore();
 
   return useMutation({
     mutationFn: reissueToken,
     onSuccess: (data) => {
-      setLoggedIn(true, data.accessToken);
+      setToken(data.accessToken);
       queryClient.invalidateQueries({ queryKey: ['profile'] });
     },
   });
diff --git a/frontend/src/queries/models/useModelReportsQuery.ts b/frontend/src/queries/models/useModelReportsQuery.ts
new file mode 100644
index 0000000..81f3d31
--- /dev/null
+++ b/frontend/src/queries/models/useModelReportsQuery.ts
@@ -0,0 +1,10 @@
+import { useSuspenseQuery } from '@tanstack/react-query';
+import { getModelReports } from '@/api/modelApi';
+import { ReportResponse } from '@/types';
+
+export default function useModelReportsQuery(projectId: number, modelId: number) {
+  return useSuspenseQuery<ReportResponse[]>({
+    queryKey: ['modelReports', projectId, modelId],
+    queryFn: () => getModelReports(projectId, modelId),
+  });
+}
diff --git a/frontend/src/queries/models/useModelResultsQuery.ts b/frontend/src/queries/models/useModelResultsQuery.ts
new file mode 100644
index 0000000..124520e
--- /dev/null
+++ b/frontend/src/queries/models/useModelResultsQuery.ts
@@ -0,0 +1,10 @@
+import { useSuspenseQuery } from '@tanstack/react-query';
+import { getModelResults } from '@/api/modelApi';
+import { ResultResponse } from '@/types';
+
+export default function useModelResultsQuery(modelId: number) {
+  return useSuspenseQuery<ResultResponse[]>({
+    queryKey: ['modelResults', modelId],
+    queryFn: () => getModelResults(modelId),
+  });
+}
diff --git a/frontend/src/queries/models/usePollingModelReportsQuery.ts b/frontend/src/queries/models/usePollingModelReportsQuery.ts
new file mode 100644
index 0000000..85a64ee
--- /dev/null
+++ b/frontend/src/queries/models/usePollingModelReportsQuery.ts
@@ -0,0 +1,12 @@
+import { useQuery } from '@tanstack/react-query';
+import { getModelReports } from '@/api/modelApi';
+import { ReportResponse } from '@/types';
+
+export default function usePollingModelReportsQuery(projectId: number, modelId: number, enabled: boolean) {
+  return useQuery<ReportResponse[]>({
+    queryKey: ['pollingModelReports', projectId, modelId],
+    queryFn: () => getModelReports(projectId, modelId),
+    refetchInterval: 5000,
+    enabled,
+  });
+}
diff --git a/frontend/src/queries/models/useTrainModelQuery.ts b/frontend/src/queries/models/useTrainModelQuery.ts
index 822c7e3..4a44d22 100644
--- a/frontend/src/queries/models/useTrainModelQuery.ts
+++ b/frontend/src/queries/models/useTrainModelQuery.ts
@@ -1,8 +1,9 @@
 import { useMutation } from '@tanstack/react-query';
 import { trainModel } from '@/api/modelApi';
+import { ModelTrainRequest } from '@/types';
 
 export default function useTrainModelQuery(projectId: number) {
   return useMutation({
-    mutationFn: () => trainModel(projectId),
+    mutationFn: (trainData: ModelTrainRequest) => trainModel(projectId, trainData),
   });
 }
diff --git a/frontend/src/queries/projects/useAutoLabelQuery.ts b/frontend/src/queries/projects/useAutoLabelQuery.ts
new file mode 100644
index 0000000..8c0420b
--- /dev/null
+++ b/frontend/src/queries/projects/useAutoLabelQuery.ts
@@ -0,0 +1,9 @@
+import { runAutoLabel } from '@/api/lablingApi';
+import { useMutation } from '@tanstack/react-query';
+
+export default function useAutoLabelQuery() {
+  return useMutation({
+    mutationFn: ({ projectId, modelId = 1 }: { projectId: number; modelId?: number }) =>
+      runAutoLabel(projectId, modelId),
+  });
+}
diff --git a/frontend/src/queries/reviews/useReviewByStatusQuery.ts b/frontend/src/queries/reviews/useReviewByStatusQuery.ts
index d677d8e..97793d7 100644
--- a/frontend/src/queries/reviews/useReviewByStatusQuery.ts
+++ b/frontend/src/queries/reviews/useReviewByStatusQuery.ts
@@ -1,13 +1,22 @@
+import { useSuspenseInfiniteQuery } from '@tanstack/react-query';
 import { getReviewByStatus } from '@/api/reviewApi';
-import { useSuspenseQuery } from '@tanstack/react-query';
+import { ReviewResponse } from '@/types';
 
 export default function useReviewByStatusQuery(
   projectId: number,
   memberId: number,
   reviewStatus: 'REQUESTED' | 'APPROVED' | 'REJECTED' | undefined
 ) {
-  return useSuspenseQuery({
+  return useSuspenseInfiniteQuery<ReviewResponse[]>({
     queryKey: ['reviewByStatus', projectId, reviewStatus],
-    queryFn: () => getReviewByStatus(projectId, memberId, reviewStatus),
+    queryFn: ({ pageParam = undefined }) => {
+      return getReviewByStatus(projectId, memberId, reviewStatus, pageParam as number | undefined);
+    },
+    getNextPageParam: (lastPage) => {
+      if (lastPage.length === 0) return undefined;
+      const lastReview = lastPage[lastPage.length - 1];
+      return lastReview.reviewId;
+    },
+    initialPageParam: undefined,
   });
 }
diff --git a/frontend/src/queries/workspaces/useWorkspaceReviewsQuery.tsx b/frontend/src/queries/workspaces/useWorkspaceReviewsQuery.tsx
index 2e03385..7832914 100644
--- a/frontend/src/queries/workspaces/useWorkspaceReviewsQuery.tsx
+++ b/frontend/src/queries/workspaces/useWorkspaceReviewsQuery.tsx
@@ -1,15 +1,24 @@
+import { useSuspenseInfiniteQuery } from '@tanstack/react-query';
 import { getWorkspaceReviews } from '@/api/workspaceApi';
-import { useSuspenseQuery } from '@tanstack/react-query';
+import { ReviewResponse } from '@/types';
 
 export default function useWorkspaceReviewsQuery(
   workspaceId: number,
   memberId: number,
   reviewStatus?: 'REQUESTED' | 'APPROVED' | 'REJECTED',
-  lastReviewId?: number,
-  limitPage?: number
+  limitPage: number = 10
 ) {
-  return useSuspenseQuery({
-    queryKey: ['workspaceReviews', workspaceId, reviewStatus, lastReviewId],
-    queryFn: () => getWorkspaceReviews(workspaceId, memberId, reviewStatus, lastReviewId, limitPage),
+  return useSuspenseInfiniteQuery<ReviewResponse[]>({
+    queryKey: ['workspaceReviews', workspaceId, reviewStatus],
+    queryFn: ({ pageParam = undefined }) =>
+      getWorkspaceReviews(workspaceId, memberId, reviewStatus, pageParam as number | undefined, limitPage),
+
+    getNextPageParam: (lastPage) => {
+      if (lastPage.length === 0) return undefined;
+      const lastReview = lastPage[lastPage.length - 1];
+      return lastReview.reviewId;
+    },
+
+    initialPageParam: undefined,
   });
 }
diff --git a/frontend/src/router/index.tsx b/frontend/src/router/index.tsx
index d200ab7..35c44a6 100644
--- a/frontend/src/router/index.tsx
+++ b/frontend/src/router/index.tsx
@@ -47,7 +47,6 @@ const router = createBrowserRouter([
     ],
   },
   {
-    // FIXME: index에서 오류나지 않게 수정
     path: webPath.browse(),
     element: (
       <Suspense fallback={<PageLayout />}>
@@ -66,7 +65,6 @@ const router = createBrowserRouter([
     ],
   },
   {
-    // FIXME: index에서 오류나지 않게 수정
     path: `${webPath.workspace()}/:workspaceId`,
     element: (
       <Suspense fallback={<div></div>}>
diff --git a/frontend/src/stores/useAuthStore.ts b/frontend/src/stores/useAuthStore.ts
index 0da5f17..fa48c8a 100644
--- a/frontend/src/stores/useAuthStore.ts
+++ b/frontend/src/stores/useAuthStore.ts
@@ -3,10 +3,9 @@ import { persist } from 'zustand/middleware';
 import { MemberResponse } from '@/types';
 
 interface AuthState {
-  isLoggedIn: boolean;
   accessToken: string;
   profile: MemberResponse | null;
-  setLoggedIn: (status: boolean, token: string) => void;
+  setToken: (token: string) => void;
   setProfile: (profile: MemberResponse) => void;
   clearAuth: () => void;
 }
@@ -14,12 +13,11 @@ interface AuthState {
 const useAuthStore = create<AuthState>()(
   persist(
     (set) => ({
-      isLoggedIn: false,
       accessToken: '',
       profile: null,
-      setLoggedIn: (status: boolean, token: string) => set({ isLoggedIn: status, accessToken: token }),
+      setToken: (token: string) => set({ accessToken: token }),
       setProfile: (profile: MemberResponse) => set({ profile }),
-      clearAuth: () => set({ isLoggedIn: false, accessToken: '', profile: null }),
+      clearAuth: () => set({ accessToken: '', profile: null }),
     }),
     {
       name: 'auth-storage',
diff --git a/frontend/src/stores/useCanvasStore.ts b/frontend/src/stores/useCanvasStore.ts
index 6b26508..1767735 100644
--- a/frontend/src/stores/useCanvasStore.ts
+++ b/frontend/src/stores/useCanvasStore.ts
@@ -1,16 +1,16 @@
-import { ImageResponse, Label, Project } from '@/types';
+import { ImageResponse, Label } from '@/types';
 import { create } from 'zustand';
 
 interface CanvasState {
-  project: Project | null;
+  // project: Project | null;
   sidebarSize: number;
   image: ImageResponse | null;
   labels: Label[];
   drawState: 'pen' | 'rect' | 'pointer';
   selectedLabelId: number | null;
-  setProject: (project: Project | null) => void;
+  // setProject: (project: Project | null) => void;
   setSidebarSize: (width: number) => void;
-  setImage: (image: ImageResponse) => void;
+  setImage: (image: ImageResponse | null) => void;
   setLabels: (labels: Label[]) => void;
   addLabel: (label: Label) => void;
   removeLabel: (labelId: number) => void;
@@ -20,13 +20,13 @@ interface CanvasState {
 }
 
 const useCanvasStore = create<CanvasState>()((set) => ({
-  project: null,
+  // project: null,
   sidebarSize: 20,
   image: null,
   labels: [],
   drawState: 'pointer',
   selectedLabelId: null,
-  setProject: (project) => set({ project }),
+  // setProject: (project) => set({ project }),
   setSidebarSize: (width) => set({ sidebarSize: width }),
   setImage: (image) => set({ image }),
   addLabel: (label: Label) => set((state) => ({ labels: [...state.labels, label] })),
diff --git a/frontend/src/stores/useFolderStore.ts b/frontend/src/stores/useFolderStore.ts
deleted file mode 100644
index c6d377b..0000000
--- a/frontend/src/stores/useFolderStore.ts
+++ /dev/null
@@ -1,22 +0,0 @@
-import { create } from 'zustand';
-import { FolderResponse } from '@/types';
-
-interface FolderState {
-  folder: FolderResponse | null;
-  loading: boolean;
-  error: string | null;
-  setFolder: (folder: FolderResponse | null) => void;
-  setLoading: (loading: boolean) => void;
-  setError: (error: string | null) => void;
-}
-
-const useFolderStore = create<FolderState>((set) => ({
-  folder: null,
-  loading: false,
-  error: null,
-  setFolder: (folder) => set({ folder }),
-  setLoading: (loading) => set({ loading }),
-  setError: (error) => set({ error }),
-}));
-
-export default useFolderStore;
diff --git a/frontend/src/stores/useModelStore.ts b/frontend/src/stores/useModelStore.ts
new file mode 100644
index 0000000..f6ba8a5
--- /dev/null
+++ b/frontend/src/stores/useModelStore.ts
@@ -0,0 +1,56 @@
+import { create } from 'zustand';
+import { ReportResponse } from '@/types';
+
+interface ModelStoreState {
+  trainingDataByProject: Record<string, ReportResponse[]>;
+  isTrainingByProject: Record<string, boolean>;
+  selectedModelByProject: Record<string, number | null>;
+  setIsTraining: (projectId: string, status: boolean) => void;
+  saveTrainingData: (projectId: string, data: ReportResponse[]) => void;
+  setSelectedModel: (projectId: string, modelId: number | null) => void;
+  resetTrainingData: (projectId: string) => void;
+}
+
+const useModelStore = create<ModelStoreState>((set) => ({
+  trainingDataByProject: {},
+  isTrainingByProject: {},
+  selectedModelByProject: {},
+  setIsTraining: (projectId, status) =>
+    set((state) => ({
+      isTrainingByProject: {
+        ...state.isTrainingByProject,
+        [projectId]: status,
+      },
+    })),
+  saveTrainingData: (projectId, data) =>
+    set((state) => ({
+      trainingDataByProject: {
+        ...state.trainingDataByProject,
+        [projectId]: data,
+      },
+    })),
+  setSelectedModel: (projectId, modelId) =>
+    set((state) => ({
+      selectedModelByProject: {
+        ...state.selectedModelByProject,
+        [projectId]: modelId,
+      },
+    })),
+  resetTrainingData: (projectId) =>
+    set((state) => ({
+      trainingDataByProject: {
+        ...state.trainingDataByProject,
+        [projectId]: [],
+      },
+      selectedModelByProject: {
+        ...state.selectedModelByProject,
+        [projectId]: null,
+      },
+      isTrainingByProject: {
+        ...state.isTrainingByProject,
+        [projectId]: false,
+      },
+    })),
+}));
+
+export default useModelStore;
diff --git a/frontend/src/stores/useProjectStore.ts b/frontend/src/stores/useProjectStore.ts
new file mode 100644
index 0000000..4a5ef93
--- /dev/null
+++ b/frontend/src/stores/useProjectStore.ts
@@ -0,0 +1,14 @@
+import { create } from 'zustand';
+import { Project } from '@/types';
+
+interface ProjectState {
+  project: Project | null;
+  setProject: (project: Project | null) => void;
+}
+
+const useProjectStore = create<ProjectState>((set) => ({
+  project: null,
+  setProject: (project) => set({ project }),
+}));
+
+export default useProjectStore;
diff --git a/frontend/src/stores/useTrainStore.ts b/frontend/src/stores/useTrainStore.ts
deleted file mode 100644
index 6aeffd9..0000000
--- a/frontend/src/stores/useTrainStore.ts
+++ /dev/null
@@ -1,40 +0,0 @@
-import { create } from 'zustand';
-
-interface TrainingData {
-  epoch: number;
-  total_epochs: number;
-  box_loss: number;
-  cls_loss: number;
-  dfl_loss: number;
-  fitness: number;
-  epoch_time: number;
-  left_second: number;
-}
-
-interface StoreState {
-  trainingDataByProject: { [projectId: string]: TrainingData[] };
-  addTrainingData: (projectId: string, data: TrainingData) => void;
-  resetTrainingData: (projectId: string) => void;
-}
-
-const useTrainStore = create<StoreState>((set) => ({
-  trainingDataByProject: {},
-
-  addTrainingData: (projectId: string, data: TrainingData) =>
-    set((state) => ({
-      trainingDataByProject: {
-        ...state.trainingDataByProject,
-        [projectId]: [...(state.trainingDataByProject[projectId] || []), data],
-      },
-    })),
-
-  resetTrainingData: (projectId: string) =>
-    set((state) => ({
-      trainingDataByProject: {
-        ...state.trainingDataByProject,
-        [projectId]: [],
-      },
-    })),
-}));
-
-export default useTrainStore;
diff --git a/frontend/src/types/index.ts b/frontend/src/types/index.ts
index d41cf5b..a8f39cd 100644
--- a/frontend/src/types/index.ts
+++ b/frontend/src/types/index.ts
@@ -68,12 +68,14 @@ export interface FolderResponse {
   children: ChildFolder[];
 }
 
+export type ImageStatus = 'PENDING' | 'IN_PROGRESS' | 'SAVE' | 'REVIEW_REQUEST' | 'COMPLETED';
+
 export interface ImageResponse {
   id: number;
   imageTitle: string;
   imagePath: string;
   dataPath: string;
-  status: 'PENDING' | 'IN_PROGRESS' | 'SAVE' | 'REVIEW_REQUEST' | 'COMPLETED';
+  status: ImageStatus;
 }
 
 // 이미지 이동 및 상태변경 요청 DTO
@@ -82,7 +84,7 @@ export interface ImageMoveRequest {
 }
 
 export interface ImageStatusChangeRequest {
-  labelStatus: 'PENDING' | 'IN_PROGRESS' | 'SAVE' | 'REVIEW_REQUEST' | 'COMPLETED';
+  labelStatus: ImageStatus;
 }
 
 // 멤버 관련 DTO
@@ -277,6 +279,25 @@ export interface ImageFolderRequest {
   parentId: number;
   files: File[];
 }
+export interface LabelCategoryResponse {
+  id: number;
+  name: string;
+}
+// 카테고리 요청 DTO
+export interface LabelCategoryRequest {
+  labelCategoryList: number[];
+}
+
+// 카테고리 응답 DTO
+export interface LabelCategoryResponse {
+  id: number;
+  name: string;
+}
+// 모델 카테고리 응답 DTO
+export interface ModelCategoryResponse {
+  id: number;
+  name: string;
+}
 
 // 모델 요청 DTO (API로 전달할 데이터 타입)
 export interface ModelRequest {
@@ -289,22 +310,41 @@ export interface ModelResponse {
   name: string;
 }
 
-// 모델 카테고리 응답 DTO
-export interface ModelCategoryResponse {
-  id: number;
-  name: string;
-}
-
 // 프로젝트 모델 리스트 응답 DTO
 export interface ProjectModelsResponse extends Array<ModelResponse> {}
-
-// 카테고리 요청 DTO
-export interface LabelCategoryRequest {
-  labelCategoryList: number[];
+// 모델 훈련 요청 DTO
+export interface ModelTrainRequest {
+  modelId: number;
+  ratio: number;
+  epochs: number;
+  batch: number;
+  lr0: number;
+  lrf: number;
+  optimizer: 'AUTO' | 'SGD' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP';
 }
-
-// 카테고리 응답 DTO
-export interface LabelCategoryResponse {
+export interface ResultResponse {
   id: number;
-  name: string;
+  precision: number;
+  recall: number;
+  fitness: number;
+  ratio: number;
+  epochs: number;
+  batch: number;
+  lr0: number;
+  lrf: number;
+  optimizer: 'AUTO' | 'SGD' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP';
+  map50: number;
+  map5095: number;
+}
+
+export interface ReportResponse {
+  modelId: number;
+  totalEpochs: number;
+  epoch: number;
+  boxLoss: number;
+  clsLoss: number;
+  dflLoss: number;
+  fitness: number;
+  epochTime: number;
+  leftSecond: number;
 }