diff --git a/frontend/src/views/project/EvalManage.vue b/frontend/src/views/project/EvalManage.vue
index 2336c36..625e2ad 100644
--- a/frontend/src/views/project/EvalManage.vue
+++ b/frontend/src/views/project/EvalManage.vue
@@ -1,57 +1,224 @@
 <template>
   <div class="eval-manage">
-    <!-- Page Header -->
+    <!-- Header -->
     <div class="page-header">
       <div class="header-left">
-        <h2>评估管理</h2>
-        <p class="header-desc">评估数据集质量和模型性能</p>
+        <h2 class="page-title">评估管理</h2>
+        <p class="page-subtitle">评估数据集质量和模型性能</p>
+      </div>
+      <div class="header-actions">
+        <el-button type="primary" @click="showEvalDialog = true" class="create-btn">
+          <el-icon><Plus /></el-icon>
+          <span>新建评估</span>
+        </el-button>
+      </div>
+    </div>
+
+    <!-- Stats Cards -->
+    <div class="stats-grid">
+      <div
+        class="stat-card stat-total"
+        :class="{ active: filterStatus === '' }"
+        @click="filterStatus = ''"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><DataAnalysis /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ evalDatasets.length }}</span>
+            <span class="stat-label">评估数据集</span>
+          </div>
+        </div>
+      </div>
+      <div
+        class="stat-card stat-completed"
+        :class="{ active: filterStatus === 'completed' }"
+        @click="filterStatus = filterStatus === 'completed' ? '' : 'completed'"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><CircleCheckFilled /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ completedCount }}</span>
+            <span class="stat-label">已完成</span>
+          </div>
+        </div>
+      </div>
+      <div
+        class="stat-card stat-processing"
+        :class="{ active: filterStatus === 'running' }"
+        @click="filterStatus = filterStatus === 'running' ? '' : 'running'"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><Loading /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ runningCount }}</span>
+            <span class="stat-label">运行中</span>
+          </div>
+        </div>
+      </div>
+      <div
+        class="stat-card stat-failed"
+        :class="{ active: filterStatus === 'failed' }"
+        @click="filterStatus = filterStatus === 'failed' ? '' : 'failed'"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><CircleCloseFilled /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ failedCount }}</span>
+            <span class="stat-label">失败</span>
+          </div>
+        </div>
       </div>
-      <el-button type="primary" @click="showEvalDialog = true" class="create-btn">
-        <el-icon><Plus /></el-icon>
-        新建评估
-      </el-button>
     </div>
 
     <!-- Tabs -->
     <el-tabs v-model="activeTab" class="eval-tabs">
       <el-tab-pane label="评估数据集" name="eval">
-        <div class="eval-list" v-loading="loading">
-          <div v-if="!loading && evalDatasets.length === 0" class="empty-state">
-            <el-icon size="48"><DataAnalysis /></el-icon>
-            <h3>暂无评估数据集</h3>
-            <p>创建您的第一个评估数据集</p>
-            <el-button type="primary" @click="showEvalDialog = true">新建评估</el-button>
+        <div class="eval-container" v-loading="loading && isInitialLoad">
+          <!-- Empty State -->
+          <div v-if="!loading && !isInitialLoad && filteredDatasets.length === 0" class="empty-state">
+            <div class="empty-illustration">
+              <div class="orbit orbit-1"></div>
+              <div class="orbit orbit-2"></div>
+              <div class="orbit orbit-3"></div>
+              <div class="empty-core">
+                <el-icon size="40"><DataAnalysis /></el-icon>
+              </div>
+            </div>
+            <h3 class="empty-title">暂无评估数据集</h3>
+            <p class="empty-desc">创建您的第一个评估数据集</p>
+            <el-button type="primary" @click="showEvalDialog = true" class="empty-btn">新建评估</el-button>
           </div>
 
-          <div v-else class="evals-grid">
-            <div v-for="(evalSet, index) in evalDatasets" :key="evalSet.id" class="eval-card" :style="{ '--delay': index * 0.08 + 's' }">
-              <div class="eval-header">
-                <div class="eval-icon">
-                  <el-icon size="24"><DataLine /></el-icon>
+          <!-- Eval Table -->
+          <div v-else class="eval-table-wrapper">
+            <!-- Table Header -->
+            <div class="table-header">
+              <div class="table-select">
+                <el-checkbox
+                  :model-value="isAllSelected"
+                  @change="toggleSelectAll"
+                  class="select-all"
+                >
+                  <span v-if="selectedCount > 0" class="selected-text">已选择 {{ selectedCount }} 项</span>
+                  <span v-else>全选</span>
+                </el-checkbox>
+              </div>
+              <div class="table-actions" v-if="selectedCount > 0">
+                <el-button type="danger" size="small" plain @click="clearSelection" class="batch-clear-btn">
+                  <el-icon><Close /></el-icon>
+                  <span>清除选择</span>
+                </el-button>
+                <el-button type="danger" size="small" plain @click="batchDelete" class="batch-delete-btn">
+                  <el-icon><Delete /></el-icon>
+                  <span>批量删除</span>
+                </el-button>
+              </div>
+            </div>
+
+            <!-- Table Body -->
+            <div class="eval-table">
+              <div
+                v-for="(evalSet, index) in filteredDatasets"
+                :key="evalSet.id"
+                class="eval-row"
+                :class="{
+                  'is-selected': isSelected(evalSet.id),
+                  'row-animated': isInitialLoad
+                }"
+                :style="{ '--delay': index * 0.04 + 's' }"
+                @click="toggleSelect(evalSet.id)"
+              >
+                <!-- Select Checkbox -->
+                <div class="col-select" @click.stop>
+                  <el-checkbox
+                    :model-value="isSelected(evalSet.id)"
+                    @change="toggleSelect(evalSet.id)"
+                  />
                 </div>
-                <div class="eval-actions">
-                  <el-button type="primary" size="small" @click="runEval(evalSet)">运行</el-button>
-                  <el-button size="small" @click="viewResults(evalSet)">结果</el-button>
+
+                <!-- Eval Icon -->
+                <div class="col-icon">
+                  <div class="eval-type-icon" :style="{ '--type-color': getTypeColor(evalSet.question_type) }">
+                    <el-icon size="18"><DataLine /></el-icon>
+                  </div>
+                </div>
+
+                <!-- Eval Name -->
+                <div class="col-name">
+                  <span class="eval-name-text">{{ evalSet.name }}</span>
+                  <el-tag size="small" effect="dark">{{ getTypeName(evalSet.question_type) }}</el-tag>
+                </div>
+
+                <!-- Question Count -->
+                <div class="col-count">
+                  {{ evalSet.question_count || 0 }} 题
+                </div>
+
+                <!-- Status -->
+                <div class="col-status">
+                  <div class="status-pill" :class="'status-' + (evalSet.status || 'pending')">
+                    <span class="status-dot"></span>
+                    <span class="status-text">{{ getStatusText(evalSet.status) }}</span>
+                  </div>
+                </div>
+
+                <!-- Date -->
+                <div class="col-date">
+                  {{ formatDate(evalSet.created_at) }}
+                </div>
+
+                <!-- Actions -->
+                <div class="col-actions" @click.stop>
+                  <el-tooltip content="运行" placement="top">
+                    <el-button text size="small" class="action-btn run" @click="runEval(evalSet)">
+                      <el-icon><VideoPlay /></el-icon>
+                    </el-button>
+                  </el-tooltip>
+                  <el-tooltip content="结果" placement="top">
+                    <el-button text size="small" class="action-btn" @click="viewResults(evalSet)">
+                      <el-icon><View /></el-icon>
+                    </el-button>
+                  </el-tooltip>
+                  <el-popconfirm title="确定删除此评估？" @confirm="handleDelete(evalSet)">
+                    <template #reference>
+                      <el-button text size="small" class="action-btn delete">
+                        <el-icon><Delete /></el-icon>
+                      </el-button>
+                    </template>
+                  </el-popconfirm>
                 </div>
               </div>
-              <h3 class="eval-name">{{ evalSet.name }}</h3>
-              <div class="eval-meta">
-                <el-tag size="small" effect="dark">{{ getTypeName(evalSet.question_type) }}</el-tag>
-                <span class="meta-count">{{ evalSet.question_count || 0 }} 题</span>
-              </div>
-              <span class="eval-date">{{ formatDate(evalSet.created_at) }}</span>
             </div>
           </div>
         </div>
       </el-tab-pane>
 
       <el-tab-pane label="盲测系统" name="blind-test">
-        <div class="blind-test" v-loading="loading">
-          <div v-if="!loading && blindTasks.length === 0" class="empty-state">
-            <el-icon size="48"><Aim /></el-icon>
-            <h3>暂无盲测任务</h3>
-            <p>创建盲测来对比模型表现</p>
-            <el-button type="primary" @click="showBlindTestDialog = true">创建测试</el-button>
+        <div class="blind-test-container" v-loading="loading && isInitialLoad">
+          <div v-if="!loading && !isInitialLoad && blindTasks.length === 0" class="empty-state">
+            <div class="empty-illustration">
+              <div class="orbit orbit-1"></div>
+              <div class="orbit orbit-2"></div>
+              <div class="orbit orbit-3"></div>
+              <div class="empty-core">
+                <el-icon size="40"><Aim /></el-icon>
+              </div>
+            </div>
+            <h3 class="empty-title">暂无盲测任务</h3>
+            <p class="empty-desc">创建盲测来对比模型表现</p>
+            <el-button type="primary" @click="showBlindTestDialog = true" class="empty-btn">创建测试</el-button>
           </div>
 
           <div v-else class="tasks-grid">
@@ -124,7 +291,7 @@
 </template>
 
 <script setup>
-import { ref, reactive, onMounted, computed } from 'vue'
+import { ref, reactive, computed, onMounted } from 'vue'
 import { useRoute } from 'vue-router'
 import { ElMessage } from 'element-plus'
 import { evalApi } from '@/api'
@@ -133,11 +300,13 @@ const route = useRoute()
 const projectId = computed(() => route.params.id)
 
 const loading = ref(false)
+const isInitialLoad = ref(true)
 const activeTab = ref('eval')
 const evalDatasets = ref([])
 const blindTasks = ref([])
 const showEvalDialog = ref(false)
 const showBlindTestDialog = ref(false)
+const filterStatus = ref('')
 
 const evalForm = reactive({
   name: '',
@@ -150,15 +319,71 @@ const blindForm = reactive({
   model_ids: []
 })
 
+// Multi-select
+const selectedDatasets = ref([])
+
+const filteredDatasets = computed(() => {
+  if (!filterStatus.value) return evalDatasets.value
+  return evalDatasets.value.filter(e => e.status === filterStatus.value)
+})
+
+const completedCount = computed(() => evalDatasets.value.filter(e => e.status === 'completed').length)
+const runningCount = computed(() => evalDatasets.value.filter(e => e.status === 'running').length)
+const failedCount = computed(() => evalDatasets.value.filter(e => e.status === 'failed').length)
+
+const isAllSelected = computed(() => filteredDatasets.value.length > 0 && selectedDatasets.value.length === filteredDatasets.value.length)
+const selectedCount = computed(() => selectedDatasets.value.length)
+
+const toggleSelectAll = () => {
+  if (isAllSelected.value) {
+    selectedDatasets.value = []
+  } else {
+    selectedDatasets.value = filteredDatasets.value.map(e => e.id)
+  }
+}
+
+const toggleSelect = (id) => {
+  const index = selectedDatasets.value.indexOf(id)
+  if (index === -1) {
+    selectedDatasets.value.push(id)
+  } else {
+    selectedDatasets.value.splice(index, 1)
+  }
+}
+
+const isSelected = (id) => selectedDatasets.value.includes(id)
+
+const clearSelection = () => {
+  selectedDatasets.value = []
+}
+
+const batchDelete = async () => {
+  if (selectedDatasets.value.length === 0) return
+  try {
+    for (const id of selectedDatasets.value) {
+      await evalApi.delete(projectId.value, id)
+    }
+    ElMessage.success(`已删除 ${selectedDatasets.value.length} 个评估`)
+    selectedDatasets.value = []
+    fetchEvalDatasets()
+  } catch (error) {
+    ElMessage.error('删除失败')
+  }
+}
+
 const fetchEvalDatasets = async () => {
+  const wasInitial = isInitialLoad.value
   loading.value = true
   try {
     const res = await evalApi.list(projectId.value)
-    evalDatasets.value = res.data.datasets || []
+    evalDatasets.value = res.data?.datasets || res || []
   } catch (error) {
     evalDatasets.value = []
   } finally {
     loading.value = false
+    if (wasInitial) {
+      isInitialLoad.value = false
+    }
   }
 }
 
@@ -177,6 +402,7 @@ const runEval = async (evalSet) => {
   try {
     await evalApi.run(projectId.value, evalSet.id)
     ElMessage.success('评估已启动')
+    fetchEvalDatasets()
   } catch (error) {
     ElMessage.error('启动失败')
   }
@@ -186,6 +412,16 @@ const viewResults = (evalSet) => {
   ElMessage.info('结果查看功能开发中')
 }
 
+const handleDelete = async (evalSet) => {
+  try {
+    await evalApi.delete(projectId.value, evalSet.id)
+    ElMessage.success('删除成功')
+    fetchEvalDatasets()
+  } catch (error) {
+    ElMessage.error('删除失败')
+  }
+}
+
 const createBlindTest = () => {
   ElMessage.info('盲测功能开发中')
   showBlindTestDialog.value = false
@@ -199,6 +435,11 @@ const getTypeName = (type) => {
   return map[type] || type
 }
 
+const getTypeColor = (type) => {
+  const map = { mixed: '#818cf8', fact: '#3b82f6', reasoning: '#f59e0b' }
+  return map[type] || '#818cf8'
+}
+
 const getStatusType = (status) => {
   const map = { pending: 'info', running: 'warning', completed: 'success', failed: 'danger' }
   return map[status] || 'info'
@@ -216,43 +457,247 @@ const getTaskIcon = (status) => {
 
 const formatDate = (date) => {
   if (!date) return ''
-  const d = new Date(date)
-  return `${d.getMonth() + 1}/${d.getDate()}`
+  return new Date(date).toLocaleDateString('zh-CN', { month: 'short', day: 'numeric' })
 }
 
 onMounted(() => fetchEvalDatasets())
 </script>
 
 <style scoped>
+/* ========================
+   CSS Variables
+   ======================== */
 .eval-manage {
-  padding: 32px;
-  max-width: 1200px;
+  --accent-cyan: #00d4ff;
+  --accent-cyan-dim: rgba(0, 212, 255, 0.15);
+  --accent-cyan-glow: rgba(0, 212, 255, 0.4);
+  --bg-elevated: #0f1117;
+  --bg-card: #161920;
+  --bg-hover: #1c2029;
+  --border-subtle: rgba(255, 255, 255, 0.08);
+  --border-active: rgba(0, 212, 255, 0.3);
+  --text-secondary: #9ca3af;
+  --text-muted: #6b7280;
+  --success: #22c55e;
+  --warning: #f59e0b;
+  --danger: #ef4444;
+  --radius-lg: 12px;
+  --radius-md: 8px;
+  --radius-sm: 6px;
+  padding: 28px 32px;
 }
 
+/* ========================
+   Header
+   ======================== */
 .page-header {
   display: flex;
   justify-content: space-between;
-  align-items: center;
+  align-items: flex-start;
   margin-bottom: 28px;
 }
 
-.header-left h2 {
-  font-size: 24px;
-  font-weight: 600;
-  margin-bottom: 4px;
+.header-left {
+  position: relative;
 }
 
-.header-desc {
+.page-title {
+  font-size: 28px;
+  font-weight: 700;
+  margin: 0;
+  background: linear-gradient(135deg, #ffffff 0%, var(--accent-cyan) 100%);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+  letter-spacing: -0.5px;
+}
+
+.page-subtitle {
   font-size: 14px;
-  color: var(--text-tertiary);
+  color: var(--text-muted);
+  margin: 6px 0 0;
+}
+
+.header-actions {
+  display: flex;
+  gap: 12px;
 }
 
 .create-btn {
-  padding: 10px 20px;
-  font-weight: 500;
+  background: var(--accent-cyan) !important;
+  border: none !important;
+  color: #030407 !important;
+  font-weight: 600;
+  padding: 10px 22px;
   border-radius: var(--radius-md);
+  box-shadow: 0 0 20px var(--accent-cyan-dim);
+  transition: all 0.2s ease;
 }
 
+.create-btn:hover {
+  box-shadow: 0 0 35px var(--accent-cyan-glow);
+  transform: translateY(-1px);
+}
+
+/* ========================
+   Stats Grid
+   ======================== */
+.stats-grid {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 16px;
+  margin-bottom: 24px;
+}
+
+.stat-card {
+  position: relative;
+  background: var(--bg-card);
+  border: 1px solid var(--border-subtle);
+  border-radius: var(--radius-lg);
+  overflow: hidden;
+  transition: all 0.25s ease;
+}
+
+.stat-card::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  height: 3px;
+  opacity: 0;
+  transition: opacity 0.25s ease;
+}
+
+.stat-card:hover {
+  transform: translateY(-2px);
+  border-color: var(--border-active);
+  cursor: pointer;
+}
+
+.stat-card:hover::before {
+  opacity: 1;
+}
+
+.stat-card.active {
+  border-color: var(--accent-cyan);
+  box-shadow: 0 0 20px var(--accent-cyan-dim);
+}
+
+.stat-card.active::before {
+  opacity: 1;
+}
+
+.stat-card.active .stat-glow {
+  opacity: 0.5;
+}
+
+.stat-glow {
+  position: absolute;
+  top: -50%;
+  left: -50%;
+  width: 200%;
+  height: 200%;
+  opacity: 0;
+  transition: opacity 0.3s ease;
+  pointer-events: none;
+}
+
+.stat-card:hover .stat-glow {
+  opacity: 0.5;
+}
+
+/* Stat variations */
+.stat-total {
+  --stat-color: #818cf8;
+}
+
+.stat-total::before {
+  background: linear-gradient(90deg, #6366f1, #818cf8);
+}
+
+.stat-total .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(99, 102, 241, 0.3), transparent 50%);
+}
+
+.stat-completed {
+  --stat-color: var(--success);
+}
+
+.stat-completed::before {
+  background: linear-gradient(90deg, #16a34a, var(--success));
+}
+
+.stat-completed .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(34, 197, 94, 0.3), transparent 50%);
+}
+
+.stat-processing {
+  --stat-color: var(--warning);
+}
+
+.stat-processing::before {
+  background: linear-gradient(90deg, #d97706, var(--warning));
+}
+
+.stat-processing .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(245, 158, 11, 0.3), transparent 50%);
+}
+
+.stat-failed {
+  --stat-color: var(--danger);
+}
+
+.stat-failed::before {
+  background: linear-gradient(90deg, #dc2626, var(--danger));
+}
+
+.stat-failed .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(239, 68, 68, 0.3), transparent 50%);
+}
+
+.stat-inner {
+  position: relative;
+  display: flex;
+  align-items: center;
+  gap: 16px;
+  padding: 20px 22px;
+  z-index: 1;
+}
+
+.stat-icon-wrap {
+  width: 48px;
+  height: 48px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: rgba(255, 255, 255, 0.05);
+  border-radius: var(--radius-md);
+  color: var(--stat-color);
+}
+
+.stat-info {
+  display: flex;
+  flex-direction: column;
+}
+
+.stat-value {
+  font-size: 28px;
+  font-weight: 700;
+  color: #ffffff;
+  font-family: 'SF Mono', 'JetBrains Mono', monospace;
+  line-height: 1.1;
+}
+
+.stat-label {
+  font-size: 13px;
+  color: var(--text-muted);
+  margin-top: 2px;
+}
+
+/* ========================
+   Tabs
+   ======================== */
 .eval-tabs {
   background: var(--bg-secondary);
   border: 1px solid var(--border-subtle);
@@ -260,13 +705,337 @@ onMounted(() => fetchEvalDatasets())
   padding: 20px;
 }
 
-.evals-grid, .tasks-grid {
+.eval-container,
+.blind-test-container {
+  background: var(--bg-card);
+  border: 1px solid var(--border-subtle);
+  border-radius: var(--radius-lg);
+  overflow: hidden;
+  overflow-x: auto;
+}
+
+/* ========================
+   Empty State
+   ======================== */
+.empty-state {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 80px 40px;
+  min-height: 450px;
+}
+
+.empty-illustration {
+  position: relative;
+  width: 140px;
+  height: 140px;
+  margin-bottom: 28px;
+}
+
+.orbit {
+  position: absolute;
+  border-radius: 50%;
+  border: 1px dashed rgba(0, 212, 255, 0.2);
+}
+
+.orbit-1 {
+  inset: 10px;
+  animation: orbit-rotate 20s linear infinite;
+}
+
+.orbit-2 {
+  inset: 30px;
+  border-color: rgba(0, 212, 255, 0.15);
+  animation: orbit-rotate 15s linear infinite reverse;
+}
+
+.orbit-3 {
+  inset: 50px;
+  border-color: rgba(0, 212, 255, 0.1);
+  animation: orbit-rotate 10s linear infinite;
+}
+
+@keyframes orbit-rotate {
+  from { transform: rotate(0deg); }
+  to { transform: rotate(360deg); }
+}
+
+.empty-core {
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  transform: translate(-50%, -50%);
+  width: 70px;
+  height: 70px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: linear-gradient(135deg, var(--bg-hover) 0%, var(--bg-card) 100%);
+  border: 1px solid var(--border-subtle);
+  border-radius: 50%;
+  color: var(--accent-cyan);
+  box-shadow: 0 0 40px var(--accent-cyan-dim);
+}
+
+.empty-title {
+  font-size: 22px;
+  font-weight: 600;
+  color: #ffffff;
+  margin: 0 0 8px;
+}
+
+.empty-desc {
+  font-size: 14px;
+  color: var(--text-muted);
+  margin: 0 0 20px;
+  text-align: center;
+}
+
+.empty-btn {
+  background: var(--accent-cyan) !important;
+  border: none !important;
+  color: #030407 !important;
+  font-weight: 600;
+}
+
+/* ========================
+   Eval Table
+   ======================== */
+.eval-table-wrapper {
+  display: flex;
+  flex-direction: column;
+  min-width: 800px;
+}
+
+.table-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 14px 20px;
+  background: var(--bg-elevated);
+  border-bottom: 1px solid var(--border-subtle);
+}
+
+.table-select .select-all {
+  --el-checkbox-text-color: var(--text-secondary);
+}
+
+.selected-text {
+  color: var(--accent-cyan);
+  font-weight: 500;
+}
+
+.batch-delete-btn {
+  background: transparent !important;
+  border-color: var(--danger) !important;
+  color: var(--danger) !important;
+}
+
+.batch-delete-btn:hover {
+  background: var(--danger) !important;
+  color: white !important;
+}
+
+.batch-clear-btn {
+  background: transparent !important;
+  border-color: var(--text-muted) !important;
+  color: var(--text-secondary) !important;
+}
+
+.batch-clear-btn:hover {
+  background: var(--bg-hover) !important;
+  border-color: var(--text-secondary) !important;
+  color: #ffffff !important;
+}
+
+.eval-table {
+  display: flex;
+  flex-direction: column;
+}
+
+.eval-row {
+  display: grid;
+  grid-template-columns: 40px 50px 1fr 80px 80px 100px 90px;
+  align-items: center;
+  gap: 16px;
+  padding: 14px 20px;
+  border-bottom: 1px solid var(--border-subtle);
+  transition: background 0.15s ease;
+  cursor: pointer;
+}
+
+.eval-row.row-animated {
+  animation: row-in 0.3s ease backwards;
+  animation-delay: var(--delay);
+}
+
+@keyframes row-in {
+  from {
+    opacity: 0;
+    transform: translateX(-10px);
+  }
+}
+
+.eval-row:hover {
+  background: var(--bg-hover);
+}
+
+.eval-row.is-selected {
+  background: rgba(0, 212, 255, 0.05);
+}
+
+/* Column styles */
+.col-select {
+  display: flex;
+  justify-content: center;
+}
+
+.col-icon {
+  display: flex;
+  justify-content: center;
+}
+
+.eval-type-icon {
+  width: 40px;
+  height: 40px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: color-mix(in srgb, var(--type-color) 15%, transparent);
+  border-radius: var(--radius-sm);
+  color: var(--type-color);
+}
+
+.col-name {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  min-width: 0;
+}
+
+.eval-name-text {
+  font-size: 14px;
+  font-weight: 500;
+  color: #ffffff;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.col-count {
+  font-size: 13px;
+  color: var(--text-muted);
+  font-family: 'SF Mono', monospace;
+}
+
+.col-date {
+  font-size: 13px;
+  color: var(--text-muted);
+  font-family: 'SF Mono', monospace;
+}
+
+/* Status Pill */
+.col-status {
+  min-width: 80px;
+}
+
+.status-pill {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  padding: 5px 10px;
+  border-radius: 20px;
+  font-size: 12px;
+  font-weight: 500;
+}
+
+.status-dot {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+}
+
+.status-running {
+  background: rgba(245, 158, 11, 0.1);
+  color: var(--warning);
+}
+
+.status-running .status-dot {
+  background: var(--warning);
+  animation: pulse 1.5s ease-in-out infinite;
+}
+
+@keyframes pulse {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.4; }
+}
+
+.status-completed {
+  background: rgba(34, 197, 94, 0.1);
+  color: var(--success);
+}
+
+.status-completed .status-dot {
+  background: var(--success);
+}
+
+.status-failed {
+  background: rgba(239, 68, 68, 0.1);
+  color: var(--danger);
+}
+
+.status-failed .status-dot {
+  background: var(--danger);
+}
+
+.status-pending {
+  background: rgba(107, 114, 128, 0.1);
+  color: var(--text-muted);
+}
+
+.status-pending .status-dot {
+  background: var(--text-muted);
+}
+
+/* Actions */
+.col-actions {
+  display: flex;
+  justify-content: flex-end;
+  gap: 4px;
+  min-width: 90px;
+}
+
+.action-btn {
+  color: var(--text-muted) !important;
+  transition: all 0.15s ease;
+}
+
+.action-btn:hover {
+  color: var(--accent-cyan) !important;
+  background: var(--accent-cyan-dim) !important;
+}
+
+.action-btn.run:hover {
+  color: var(--success) !important;
+  background: rgba(34, 197, 94, 0.1) !important;
+}
+
+.action-btn.delete:hover {
+  color: var(--danger) !important;
+  background: rgba(239, 68, 68, 0.1) !important;
+}
+
+/* ========================
+   Blind Test Tasks Grid
+   ======================== */
+.tasks-grid {
   display: grid;
   grid-template-columns: repeat(auto-fill, minmax(300px, 1fr));
   gap: 16px;
 }
 
-.eval-card, .task-card {
+.task-card {
   background: var(--bg-tertiary);
   border: 1px solid var(--border-subtle);
   border-radius: var(--radius-lg);
@@ -280,29 +1049,18 @@ onMounted(() => fetchEvalDatasets())
   from { opacity: 0; transform: translateY(15px); }
 }
 
-.eval-card:hover, .task-card:hover {
-  border-color: var(--accent-primary);
+.task-card:hover {
+  border-color: var(--accent-cyan);
   transform: translateY(-3px);
 }
 
-.eval-header, .task-header {
+.task-header {
   display: flex;
   justify-content: space-between;
   align-items: flex-start;
   margin-bottom: 16px;
 }
 
-.eval-icon {
-  width: 48px;
-  height: 48px;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  background: var(--accent-primary-muted);
-  border-radius: var(--radius-md);
-  color: var(--accent-primary);
-}
-
 .task-icon {
   width: 40px;
   height: 40px;
@@ -324,41 +1082,12 @@ onMounted(() => fetchEvalDatasets())
   color: var(--success);
 }
 
-@keyframes pulse {
-  0%, 100% { opacity: 1; }
-  50% { opacity: 0.7; }
-}
-
-.eval-actions {
-  display: flex;
-  gap: 8px;
-}
-
-.eval-name, .task-name {
+.task-name {
   font-size: 16px;
   font-weight: 600;
   margin-bottom: 12px;
 }
 
-.eval-meta {
-  display: flex;
-  align-items: center;
-  gap: 12px;
-  font-size: 13px;
-  color: var(--text-tertiary);
-}
-
-.meta-count {
-  color: var(--text-muted);
-}
-
-.eval-date {
-  display: block;
-  margin-top: 12px;
-  font-size: 12px;
-  color: var(--text-muted);
-}
-
 .task-meta {
   font-size: 13px;
   color: var(--text-secondary);
@@ -371,24 +1100,14 @@ onMounted(() => fetchEvalDatasets())
   justify-content: flex-end;
 }
 
-.empty-state {
-  text-align: center;
-  padding: 60px 20px;
-}
-
-.empty-state .el-icon {
-  color: var(--text-muted);
-  margin-bottom: 16px;
-}
-
-.empty-state h3 {
-  font-size: 18px;
-  margin-bottom: 8px;
-}
-
-.empty-state p {
-  color: var(--text-tertiary);
-  margin-bottom: 20px;
+/* ========================
+   Dialog
+   ======================== */
+.eval-dialog,
+.blind-dialog {
+  --el-dialog-bg-color: var(--bg-elevated);
+  --el-dialog-border-radius: var(--radius-xl);
+  border: 1px solid var(--border-subtle);
 }
 
 .form-row {
@@ -402,4 +1121,44 @@ onMounted(() => fetchEvalDatasets())
   flex-wrap: wrap;
   gap: 8px;
 }
+
+/* ========================
+   Responsive
+   ======================== */
+@media (max-width: 900px) {
+  .eval-manage {
+    padding: 20px;
+  }
+
+  .stats-grid {
+    grid-template-columns: repeat(2, 1fr);
+  }
+
+  .page-header {
+    flex-direction: column;
+    gap: 16px;
+  }
+
+  .header-actions {
+    width: 100%;
+  }
+
+  .header-actions .el-button {
+    flex: 1;
+  }
+
+  .eval-row {
+    grid-template-columns: 40px 40px 1fr 60px;
+    gap: 8px;
+  }
+
+  .col-date,
+  .col-status {
+    display: none;
+  }
+
+  .col-actions {
+    min-width: 50px;
+  }
+}
 </style>
diff --git a/frontend/src/views/project/FileManage.vue b/frontend/src/views/project/FileManage.vue
index 1e7bb67..a46ef27 100644
--- a/frontend/src/views/project/FileManage.vue
+++ b/frontend/src/views/project/FileManage.vue
@@ -113,6 +113,10 @@
             </el-checkbox>
           </div>
           <div class="table-actions" v-if="selectedCount > 0">
+            <el-button type="danger" size="small" plain @click="clearSelection" class="batch-clear-btn">
+              <el-icon><Close /></el-icon>
+              <span>清除选择</span>
+            </el-button>
             <el-button type="danger" size="small" plain @click="batchDelete" class="batch-delete-btn">
               <el-icon><Delete /></el-icon>
               <span>批量删除</span>
@@ -132,9 +136,10 @@
               'row-animated': isInitialLoad
             }"
             :style="{ '--delay': index * 0.04 + 's' }"
+            @click="toggleSelect(file.id)"
           >
             <!-- Select Checkbox -->
-            <div class="col-select">
+            <div class="col-select" @click.stop>
               <el-checkbox
                 :model-value="isSelected(file.id)"
                 @change="toggleSelect(file.id)"
@@ -175,19 +180,15 @@
             </div>
 
             <!-- Actions -->
-            <div class="col-actions">
+            <div class="col-actions" @click.stop>
               <el-tooltip content="预览" placement="top" v-if="file.status === 'completed'">
                 <el-button text size="small" class="action-btn preview" @click="handlePreview(file)">
                   <el-icon><View /></el-icon>
                 </el-button>
               </el-tooltip>
-              <el-popconfirm title="确定删除此文件？" @confirm="handleDelete(file)">
-                <template #reference>
-                  <el-button text size="small" class="action-btn delete">
-                    <el-icon><Delete /></el-icon>
-                  </el-button>
-                </template>
-              </el-popconfirm>
+              <el-button text size="small" class="action-btn delete" @click="openDeleteDialog(file)">
+                <el-icon><Delete /></el-icon>
+              </el-button>
             </div>
           </div>
         </div>
@@ -249,7 +250,7 @@
     </el-dialog>
   </div>
 
-  <!-- Preview Modal -->
+    <!-- Preview Modal -->
   <Teleport to="body">
     <!-- Backdrop -->
     <Transition name="fade">
@@ -307,6 +308,17 @@
       </div>
     </Transition>
   </Teleport>
+
+  <DeleteDialog
+    v-model:visible="deleteDialogVisible"
+    title="删除文件"
+    :item-name="pendingDeleteFile?.filename || ''"
+    detail-text="该操作会移除原始文件以及关联的处理结果，请确认当前项目内不再需要它。"
+    warning-text="删除后不可恢复，文件相关的分割结果和后续数据将一并失效。"
+    confirm-text="确认删除文件"
+    :loading="deletingFile"
+    @confirm="confirmDeleteFile"
+  />
 </template>
 
 <script setup>
@@ -314,6 +326,7 @@ import { ref, computed, onMounted } from 'vue'
 import { useRoute } from 'vue-router'
 import { ElMessage } from 'element-plus'
 import { fileApi } from '@/api'
+import DeleteDialog from '@/components/common/DeleteDialog.vue'
 
 const route = useRoute()
 const projectId = computed(() => route.params.id)
@@ -331,6 +344,9 @@ const uploadDialogVisible = ref(false)
 const uploading = ref(false)
 const uploadRef = ref(null)
 const fileList = ref([])
+const deleteDialogVisible = ref(false)
+const pendingDeleteFile = ref(null)
+const deletingFile = ref(false)
 
 // Multi-select
 const selectedFiles = ref([])
@@ -357,6 +373,10 @@ const toggleSelect = (fileId) => {
 
 const isSelected = (fileId) => selectedFiles.value.includes(fileId)
 
+const clearSelection = () => {
+  selectedFiles.value = []
+}
+
 const batchDelete = async () => {
   if (selectedFiles.value.length === 0) return
   try {
@@ -471,14 +491,29 @@ const submitUpload = async () => {
 
 const handleDelete = async (file) => {
   try {
+    deletingFile.value = true
     await fileApi.delete(projectId.value, file.id)
     ElMessage.success('删除成功')
     fetchFiles()
   } catch (error) {
     ElMessage.error('删除失败')
+  } finally {
+    deletingFile.value = false
+    deleteDialogVisible.value = false
+    pendingDeleteFile.value = null
   }
 }
 
+const openDeleteDialog = (file) => {
+  pendingDeleteFile.value = file
+  deleteDialogVisible.value = true
+}
+
+const confirmDeleteFile = async () => {
+  if (!pendingDeleteFile.value) return
+  await handleDelete(pendingDeleteFile.value)
+}
+
 const handlePreview = async (file) => {
   previewFile.value = file
   previewVisible.value = true
@@ -955,6 +990,18 @@ onMounted(() => fetchFiles())
   color: white !important;
 }
 
+.batch-clear-btn {
+  background: transparent !important;
+  border-color: var(--text-muted) !important;
+  color: var(--text-secondary) !important;
+}
+
+.batch-clear-btn:hover {
+  background: var(--bg-hover) !important;
+  border-color: var(--text-secondary) !important;
+  color: #ffffff !important;
+}
+
 .files-table {
   display: flex;
   flex-direction: column;
diff --git a/frontend/src/views/project/QuestionManage.vue b/frontend/src/views/project/QuestionManage.vue
index 9f8a29f..274b486 100644
--- a/frontend/src/views/project/QuestionManage.vue
+++ b/frontend/src/views/project/QuestionManage.vue
@@ -1,79 +1,182 @@
 <template>
   <div class="question-manage">
-    <!-- Page Header -->
+    <!-- Header -->
     <div class="page-header">
       <div class="header-left">
-        <h2>问答管理</h2>
-        <p class="header-desc">管理和生成问答数据</p>
+        <h2 class="page-title">问答管理</h2>
+        <p class="page-subtitle">管理和生成问答数据</p>
+      </div>
+      <div class="header-actions">
+        <el-button type="primary" @click="showGenerateDialog = true" class="generate-btn">
+          <el-icon><Plus /></el-icon>
+          <span>生成问题</span>
+        </el-button>
       </div>
-      <el-button type="primary" @click="showGenerateDialog = true" class="generate-btn">
-        <el-icon><Plus /></el-icon>
-        生成问题
-      </el-button>
     </div>
 
-    <!-- Stats -->
+    <!-- Stats Cards -->
     <div class="stats-grid">
-      <div class="stat-card">
-        <div class="stat-icon violet">
-          <el-icon><ChatDotSquare /></el-icon>
-        </div>
-        <div class="stat-info">
-          <span class="stat-value">{{ questions.length }}</span>
-          <span class="stat-label">总问题数</span>
+      <div
+        class="stat-card stat-total"
+        :class="{ active: filterStatus === '' }"
+        @click="filterStatus = ''"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><ChatDotSquare /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ questions.length }}</span>
+            <span class="stat-label">总问题数</span>
+          </div>
         </div>
       </div>
-      <div class="stat-card">
-        <div class="stat-icon cyan">
-          <el-icon><MagicStick /></el-icon>
-        </div>
-        <div class="stat-info">
-          <span class="stat-value">{{ generatedCount }}</span>
-          <span class="stat-label">AI 生成</span>
+      <div
+        class="stat-card stat-completed"
+        :class="{ active: filterStatus === 'generated' }"
+        @click="filterStatus = filterStatus === 'generated' ? '' : 'generated'"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><MagicStick /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ generatedCount }}</span>
+            <span class="stat-label">AI 生成</span>
+          </div>
         </div>
       </div>
-      <div class="stat-card">
-        <div class="stat-icon orange">
-          <el-icon><EditPen /></el-icon>
+      <div
+        class="stat-card stat-processing"
+        :class="{ active: filterStatus === 'manual' }"
+        @click="filterStatus = filterStatus === 'manual' ? '' : 'manual'"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><EditPen /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ manualCount }}</span>
+            <span class="stat-label">手动添加</span>
+          </div>
         </div>
-        <div class="stat-info">
-          <span class="stat-value">{{ manualCount }}</span>
-          <span class="stat-label">手动添加</span>
+      </div>
+      <div
+        class="stat-card stat-failed"
+        :class="{ active: filterStatus === 'failed' }"
+        @click="filterStatus = filterStatus === 'failed' ? '' : 'failed'"
+      >
+        <div class="stat-glow"></div>
+        <div class="stat-inner">
+          <div class="stat-icon-wrap">
+            <el-icon size="24"><CircleCloseFilled /></el-icon>
+          </div>
+          <div class="stat-info">
+            <span class="stat-value">{{ failedCount }}</span>
+            <span class="stat-label">失败</span>
+          </div>
         </div>
       </div>
     </div>
 
-    <!-- Question Table -->
-    <div class="table-card">
-      <el-table :data="questions" v-loading="loading" style="width: 100%">
-        <el-table-column prop="content" label="问题内容" min-width="300">
-          <template #default="{ row }">
-            <div class="question-content">{{ row.content }}</div>
-          </template>
-        </el-table-column>
-        <el-table-column prop="answer" label="答案" min-width="200">
-          <template #default="{ row }">
-            <div class="answer-content">{{ row.answer || '-' }}</div>
-          </template>
-        </el-table-column>
-        <el-table-column prop="question_type" label="类型" width="120">
-          <template #default="{ row }">
-            <el-tag size="small" :type="getTypeColor(row.question_type)" effect="dark">
-              {{ getTypeName(row.question_type) }}
-            </el-tag>
-          </template>
-        </el-table-column>
-        <el-table-column prop="source" label="来源" width="120" />
-        <el-table-column label="操作" width="100" fixed="right">
-          <template #default="{ row }">
-            <el-popconfirm title="确定删除此问题？" @confirm="handleDelete(row)">
-              <template #reference>
-                <el-button type="danger" size="small" text>删除</el-button>
-              </template>
-            </el-popconfirm>
-          </template>
-        </el-table-column>
-      </el-table>
+    <!-- Question Container -->
+    <div class="question-container" v-loading="loading && isInitialLoad">
+      <!-- Empty State -->
+      <div v-if="!loading && !isInitialLoad && filteredQuestions.length === 0" class="empty-state">
+        <div class="empty-illustration">
+          <div class="orbit orbit-1"></div>
+          <div class="orbit orbit-2"></div>
+          <div class="orbit orbit-3"></div>
+          <div class="empty-core">
+            <el-icon size="40"><ChatDotSquare /></el-icon>
+          </div>
+        </div>
+        <h3 class="empty-title">暂无问答数据</h3>
+        <p class="empty-desc">生成您的第一个问答数据集</p>
+        <el-button type="primary" @click="showGenerateDialog = true" class="empty-btn">生成问题</el-button>
+      </div>
+
+      <!-- Question Table -->
+      <div v-else class="question-table-wrapper">
+        <!-- Table Header -->
+        <div class="table-header">
+          <div class="table-select">
+            <el-checkbox
+              :model-value="isAllSelected"
+              @change="toggleSelectAll"
+              class="select-all"
+            >
+              <span v-if="selectedCount > 0" class="selected-text">已选择 {{ selectedCount }} 项</span>
+              <span v-else>全选</span>
+            </el-checkbox>
+          </div>
+          <div class="table-actions" v-if="selectedCount > 0">
+            <el-button type="danger" size="small" plain @click="clearSelection" class="batch-clear-btn">
+              <el-icon><Close /></el-icon>
+              <span>清除选择</span>
+            </el-button>
+            <el-button type="danger" size="small" plain @click="batchDelete" class="batch-delete-btn">
+              <el-icon><Delete /></el-icon>
+              <span>批量删除</span>
+            </el-button>
+          </div>
+        </div>
+
+        <!-- Table Body -->
+        <div class="question-table">
+          <div
+            v-for="(question, index) in filteredQuestions"
+            :key="question.id"
+            class="question-row"
+            :class="{
+              'is-selected': isSelected(question.id),
+              'row-animated': isInitialLoad
+            }"
+            :style="{ '--delay': index * 0.04 + 's' }"
+            @click="toggleSelect(question.id)"
+          >
+            <!-- Select Checkbox -->
+            <div class="col-select" @click.stop>
+              <el-checkbox
+                :model-value="isSelected(question.id)"
+                @change="toggleSelect(question.id)"
+              />
+            </div>
+
+            <!-- Question Content -->
+            <div class="col-content">
+              <div class="question-text">{{ question.content }}</div>
+              <div class="answer-text" v-if="question.answer">答: {{ question.answer }}</div>
+            </div>
+
+            <!-- Type -->
+            <div class="col-type">
+              <el-tag size="small" :style="{ '--tag-color': getTypeColor(question.question_type) }" effect="dark">
+                {{ getTypeName(question.question_type) }}
+              </el-tag>
+            </div>
+
+            <!-- Source -->
+            <div class="col-source">
+              <span class="source-badge" :class="'source-' + question.source">{{ getSourceName(question.source) }}</span>
+            </div>
+
+            <!-- Actions -->
+            <div class="col-actions" @click.stop>
+              <el-popconfirm title="确定删除此问题？" @confirm="handleDelete(question)">
+                <template #reference>
+                  <el-button text size="small" class="action-btn delete">
+                    <el-icon><Delete /></el-icon>
+                  </el-button>
+                </template>
+              </el-popconfirm>
+            </div>
+          </div>
+        </div>
+      </div>
     </div>
 
     <!-- Generate Dialog -->
@@ -126,10 +229,12 @@ const route = useRoute()
 const projectId = computed(() => route.params.id)
 
 const loading = ref(false)
+const isInitialLoad = ref(true)
 const generating = ref(false)
 const questions = ref([])
 const chunks = ref([])
 const showGenerateDialog = ref(false)
+const filterStatus = ref('')
 
 const generateConfig = reactive({
   chunk_ids: [],
@@ -137,19 +242,72 @@ const generateConfig = reactive({
   question_types: ['fact', 'summary']
 })
 
+// Multi-select
+const selectedQuestions = ref([])
+
+const filteredQuestions = computed(() => {
+  if (!filterStatus.value) return questions.value
+  return questions.value.filter(q => q.source === filterStatus.value)
+})
+
 const generatedCount = computed(() => questions.value.filter(q => q.source === 'generated').length)
 const manualCount = computed(() => questions.value.filter(q => q.source === 'manual').length)
+const failedCount = computed(() => questions.value.filter(q => q.status === 'failed').length)
+
+const isAllSelected = computed(() => filteredQuestions.value.length > 0 && selectedQuestions.value.length === filteredQuestions.value.length)
+const selectedCount = computed(() => selectedQuestions.value.length)
+
+const toggleSelectAll = () => {
+  if (isAllSelected.value) {
+    selectedQuestions.value = []
+  } else {
+    selectedQuestions.value = filteredQuestions.value.map(q => q.id)
+  }
+}
+
+const toggleSelect = (id) => {
+  const index = selectedQuestions.value.indexOf(id)
+  if (index === -1) {
+    selectedQuestions.value.push(id)
+  } else {
+    selectedQuestions.value.splice(index, 1)
+  }
+}
+
+const isSelected = (id) => selectedQuestions.value.includes(id)
+
+const clearSelection = () => {
+  selectedQuestions.value = []
+}
+
+const batchDelete = async () => {
+  if (selectedQuestions.value.length === 0) return
+  try {
+    for (const id of selectedQuestions.value) {
+      await questionApi.delete(projectId.value, id)
+    }
+    ElMessage.success(`已删除 ${selectedQuestions.value.length} 个问题`)
+    selectedQuestions.value = []
+    fetchQuestions()
+  } catch (error) {
+    ElMessage.error('删除失败')
+  }
+}
 
 const fetchQuestions = async () => {
+  const wasInitial = isInitialLoad.value
   loading.value = true
   try {
     const res = await chunkApi.list(projectId.value, {})
-    chunks.value = res.data.chunks || []
+    chunks.value = res.data?.chunks || res.chunks || []
     questions.value = chunks.value.flatMap(c => (c.questions || []).map(q => ({ ...q, source: c.name })))
   } catch (error) {
     questions.value = []
   } finally {
     loading.value = false
+    if (wasInitial) {
+      isInitialLoad.value = false
+    }
   }
 }
 
@@ -182,8 +340,8 @@ const handleDelete = async (question) => {
 }
 
 const getTypeColor = (type) => {
-  const map = { 'fact': 'success', 'summary': 'primary', 'reasoning': 'warning' }
-  return map[type] || 'info'
+  const map = { 'fact': '#22c55e', 'summary': '#818cf8', 'reasoning': '#f59e0b' }
+  return map[type] || '#818cf8'
 }
 
 const getTypeName = (type) => {
@@ -191,111 +349,522 @@ const getTypeName = (type) => {
   return map[type] || type
 }
 
+const getSourceName = (source) => {
+  const map = { 'generated': 'AI生成', 'manual': '手动', 'failed': '失败' }
+  return map[source] || source
+}
+
 onMounted(() => fetchQuestions())
 </script>
 
 <style scoped>
+/* ========================
+   CSS Variables
+   ======================== */
 .question-manage {
-  padding: 32px;
-  max-width: 1200px;
+  --accent-cyan: #00d4ff;
+  --accent-cyan-dim: rgba(0, 212, 255, 0.15);
+  --accent-cyan-glow: rgba(0, 212, 255, 0.4);
+  --bg-elevated: #0f1117;
+  --bg-card: #161920;
+  --bg-hover: #1c2029;
+  --border-subtle: rgba(255, 255, 255, 0.08);
+  --border-active: rgba(0, 212, 255, 0.3);
+  --text-secondary: #9ca3af;
+  --text-muted: #6b7280;
+  --success: #22c55e;
+  --warning: #f59e0b;
+  --danger: #ef4444;
+  --radius-lg: 12px;
+  --radius-md: 8px;
+  --radius-sm: 6px;
+  padding: 28px 32px;
 }
 
-/* Header */
+/* ========================
+   Header
+   ======================== */
 .page-header {
   display: flex;
   justify-content: space-between;
-  align-items: center;
+  align-items: flex-start;
   margin-bottom: 28px;
 }
 
-.header-left h2 {
-  font-size: 24px;
-  font-weight: 600;
-  margin-bottom: 4px;
+.header-left {
+  position: relative;
 }
 
-.header-desc {
+.page-title {
+  font-size: 28px;
+  font-weight: 700;
+  margin: 0;
+  background: linear-gradient(135deg, #ffffff 0%, var(--accent-cyan) 100%);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+  letter-spacing: -0.5px;
+}
+
+.page-subtitle {
   font-size: 14px;
-  color: var(--text-tertiary);
+  color: var(--text-muted);
+  margin: 6px 0 0;
+}
+
+.header-actions {
+  display: flex;
+  gap: 12px;
 }
 
 .generate-btn {
-  padding: 10px 20px;
-  font-weight: 500;
+  background: var(--accent-cyan) !important;
+  border: none !important;
+  color: #030407 !important;
+  font-weight: 600;
+  padding: 10px 22px;
   border-radius: var(--radius-md);
+  box-shadow: 0 0 20px var(--accent-cyan-dim);
+  transition: all 0.2s ease;
 }
 
-/* Stats Grid */
+.generate-btn:hover {
+  box-shadow: 0 0 35px var(--accent-cyan-glow);
+  transform: translateY(-1px);
+}
+
+/* ========================
+   Stats Grid
+   ======================== */
 .stats-grid {
   display: grid;
-  grid-template-columns: repeat(3, 1fr);
+  grid-template-columns: repeat(4, 1fr);
   gap: 16px;
   margin-bottom: 24px;
 }
 
 .stat-card {
+  position: relative;
+  background: var(--bg-card);
+  border: 1px solid var(--border-subtle);
+  border-radius: var(--radius-lg);
+  overflow: hidden;
+  transition: all 0.25s ease;
+}
+
+.stat-card::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  height: 3px;
+  opacity: 0;
+  transition: opacity 0.25s ease;
+}
+
+.stat-card:hover {
+  transform: translateY(-2px);
+  border-color: var(--border-active);
+  cursor: pointer;
+}
+
+.stat-card:hover::before {
+  opacity: 1;
+}
+
+.stat-card.active {
+  border-color: var(--accent-cyan);
+  box-shadow: 0 0 20px var(--accent-cyan-dim);
+}
+
+.stat-card.active::before {
+  opacity: 1;
+}
+
+.stat-card.active .stat-glow {
+  opacity: 0.5;
+}
+
+.stat-glow {
+  position: absolute;
+  top: -50%;
+  left: -50%;
+  width: 200%;
+  height: 200%;
+  opacity: 0;
+  transition: opacity 0.3s ease;
+  pointer-events: none;
+}
+
+.stat-card:hover .stat-glow {
+  opacity: 0.5;
+}
+
+/* Stat variations */
+.stat-total {
+  --stat-color: #818cf8;
+}
+
+.stat-total::before {
+  background: linear-gradient(90deg, #6366f1, #818cf8);
+}
+
+.stat-total .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(99, 102, 241, 0.3), transparent 50%);
+}
+
+.stat-completed {
+  --stat-color: var(--success);
+}
+
+.stat-completed::before {
+  background: linear-gradient(90deg, #16a34a, var(--success));
+}
+
+.stat-completed .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(34, 197, 94, 0.3), transparent 50%);
+}
+
+.stat-processing {
+  --stat-color: var(--warning);
+}
+
+.stat-processing::before {
+  background: linear-gradient(90deg, #d97706, var(--warning));
+}
+
+.stat-processing .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(245, 158, 11, 0.3), transparent 50%);
+}
+
+.stat-failed {
+  --stat-color: var(--danger);
+}
+
+.stat-failed::before {
+  background: linear-gradient(90deg, #dc2626, var(--danger));
+}
+
+.stat-failed .stat-glow {
+  background: radial-gradient(circle at 30% 30%, rgba(239, 68, 68, 0.3), transparent 50%);
+}
+
+.stat-inner {
+  position: relative;
   display: flex;
   align-items: center;
   gap: 16px;
-  padding: 20px;
-  background: var(--bg-secondary);
-  border: 1px solid var(--border-subtle);
-  border-radius: var(--radius-lg);
+  padding: 20px 22px;
+  z-index: 1;
 }
 
-.stat-icon {
+.stat-icon-wrap {
   width: 48px;
   height: 48px;
   display: flex;
   align-items: center;
   justify-content: center;
+  background: rgba(255, 255, 255, 0.05);
   border-radius: var(--radius-md);
-  font-size: 22px;
+  color: var(--stat-color);
 }
 
-.stat-icon.violet { background: rgba(124, 58, 237, 0.15); color: var(--accent-secondary); }
-.stat-icon.cyan { background: var(--accent-primary-muted); color: var(--accent-primary); }
-.stat-icon.orange { background: rgba(251, 191, 36, 0.15); color: var(--warning); }
-
 .stat-info {
   display: flex;
   flex-direction: column;
 }
 
 .stat-value {
-  font-size: 24px;
+  font-size: 28px;
   font-weight: 700;
+  color: #ffffff;
+  font-family: 'SF Mono', 'JetBrains Mono', monospace;
+  line-height: 1.1;
 }
 
 .stat-label {
   font-size: 13px;
-  color: var(--text-tertiary);
+  color: var(--text-muted);
+  margin-top: 2px;
 }
 
-/* Table Card */
-.table-card {
-  background: var(--bg-secondary);
+/* ========================
+   Question Container
+   ======================== */
+.question-container {
+  background: var(--bg-card);
   border: 1px solid var(--border-subtle);
   border-radius: var(--radius-lg);
   overflow: hidden;
+  overflow-x: auto;
 }
 
-.question-content {
+/* ========================
+   Empty State
+   ======================== */
+.empty-state {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 80px 40px;
+  min-height: 450px;
+}
+
+.empty-illustration {
+  position: relative;
+  width: 140px;
+  height: 140px;
+  margin-bottom: 28px;
+}
+
+.orbit {
+  position: absolute;
+  border-radius: 50%;
+  border: 1px dashed rgba(0, 212, 255, 0.2);
+}
+
+.orbit-1 {
+  inset: 10px;
+  animation: orbit-rotate 20s linear infinite;
+}
+
+.orbit-2 {
+  inset: 30px;
+  border-color: rgba(0, 212, 255, 0.15);
+  animation: orbit-rotate 15s linear infinite reverse;
+}
+
+.orbit-3 {
+  inset: 50px;
+  border-color: rgba(0, 212, 255, 0.1);
+  animation: orbit-rotate 10s linear infinite;
+}
+
+@keyframes orbit-rotate {
+  from { transform: rotate(0deg); }
+  to { transform: rotate(360deg); }
+}
+
+.empty-core {
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  transform: translate(-50%, -50%);
+  width: 70px;
+  height: 70px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: linear-gradient(135deg, var(--bg-hover) 0%, var(--bg-card) 100%);
+  border: 1px solid var(--border-subtle);
+  border-radius: 50%;
+  color: var(--accent-cyan);
+  box-shadow: 0 0 40px var(--accent-cyan-dim);
+}
+
+.empty-title {
+  font-size: 22px;
+  font-weight: 600;
+  color: #ffffff;
+  margin: 0 0 8px;
+}
+
+.empty-desc {
   font-size: 14px;
-  color: var(--text-primary);
-  line-height: 1.5;
+  color: var(--text-muted);
+  margin: 0 0 20px;
+  text-align: center;
 }
 
-.answer-content {
-  font-size: 13px;
-  color: var(--text-tertiary);
-  line-height: 1.5;
-  max-height: 60px;
+.empty-btn {
+  background: var(--accent-cyan) !important;
+  border: none !important;
+  color: #030407 !important;
+  font-weight: 600;
+}
+
+/* ========================
+   Question Table
+   ======================== */
+.question-table-wrapper {
+  display: flex;
+  flex-direction: column;
+  min-width: 800px;
+}
+
+.table-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 14px 20px;
+  background: var(--bg-elevated);
+  border-bottom: 1px solid var(--border-subtle);
+}
+
+.table-select .select-all {
+  --el-checkbox-text-color: var(--text-secondary);
+}
+
+.selected-text {
+  color: var(--accent-cyan);
+  font-weight: 500;
+}
+
+.batch-delete-btn {
+  background: transparent !important;
+  border-color: var(--danger) !important;
+  color: var(--danger) !important;
+}
+
+.batch-delete-btn:hover {
+  background: var(--danger) !important;
+  color: white !important;
+}
+
+.batch-clear-btn {
+  background: transparent !important;
+  border-color: var(--text-muted) !important;
+  color: var(--text-secondary) !important;
+}
+
+.batch-clear-btn:hover {
+  background: var(--bg-hover) !important;
+  border-color: var(--text-secondary) !important;
+  color: #ffffff !important;
+}
+
+.question-table {
+  display: flex;
+  flex-direction: column;
+}
+
+.question-row {
+  display: grid;
+  grid-template-columns: 40px 1fr 90px 80px 60px;
+  align-items: center;
+  gap: 16px;
+  padding: 14px 20px;
+  border-bottom: 1px solid var(--border-subtle);
+  transition: background 0.15s ease;
+  cursor: pointer;
+}
+
+.question-row.row-animated {
+  animation: row-in 0.3s ease backwards;
+  animation-delay: var(--delay);
+}
+
+@keyframes row-in {
+  from {
+    opacity: 0;
+    transform: translateX(-10px);
+  }
+}
+
+.question-row:hover {
+  background: var(--bg-hover);
+}
+
+.question-row.is-selected {
+  background: rgba(0, 212, 255, 0.05);
+}
+
+/* Column styles */
+.col-select {
+  display: flex;
+  justify-content: center;
+}
+
+.col-content {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+  min-width: 0;
+}
+
+.question-text {
+  font-size: 14px;
+  font-weight: 500;
+  color: #ffffff;
+  white-space: nowrap;
   overflow: hidden;
   text-overflow: ellipsis;
 }
 
-/* Form */
+.answer-text {
+  font-size: 13px;
+  color: var(--text-muted);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.col-type {
+  min-width: 80px;
+}
+
+.col-type .el-tag {
+  background: color-mix(in srgb, var(--tag-color) 15%, transparent) !important;
+  border-color: transparent !important;
+  color: var(--tag-color) !important;
+}
+
+.col-source {
+  min-width: 70px;
+}
+
+.source-badge {
+  font-size: 12px;
+  padding: 4px 10px;
+  border-radius: 12px;
+  background: rgba(255, 255, 255, 0.05);
+  color: var(--text-secondary);
+}
+
+.source-badge.source-generated {
+  background: rgba(34, 197, 94, 0.1);
+  color: var(--success);
+}
+
+.source-badge.source-manual {
+  background: rgba(0, 212, 255, 0.1);
+  color: var(--accent-cyan);
+}
+
+.source-badge.source-failed {
+  background: rgba(239, 68, 68, 0.1);
+  color: var(--danger);
+}
+
+/* Actions */
+.col-actions {
+  display: flex;
+  justify-content: flex-end;
+  gap: 4px;
+  min-width: 60px;
+}
+
+.action-btn {
+  color: var(--text-muted) !important;
+  transition: all 0.15s ease;
+}
+
+.action-btn.delete:hover {
+  color: var(--danger) !important;
+  background: rgba(239, 68, 68, 0.1) !important;
+}
+
+/* ========================
+   Dialog
+   ======================== */
+.generate-dialog {
+  --el-dialog-bg-color: var(--bg-elevated);
+  --el-dialog-border-radius: var(--radius-xl);
+  border: 1px solid var(--border-subtle);
+}
+
 .form-row {
   display: grid;
   grid-template-columns: 1fr 1fr;
@@ -307,14 +876,43 @@ onMounted(() => fetchQuestions())
   color: var(--text-secondary);
 }
 
-/* Responsive */
-@media (max-width: 768px) {
-  .stats-grid {
-    grid-template-columns: 1fr;
+/* ========================
+   Responsive
+   ======================== */
+@media (max-width: 900px) {
+  .question-manage {
+    padding: 20px;
   }
 
-  .form-row {
-    grid-template-columns: 1fr;
+  .stats-grid {
+    grid-template-columns: repeat(2, 1fr);
+  }
+
+  .page-header {
+    flex-direction: column;
+    gap: 16px;
+  }
+
+  .header-actions {
+    width: 100%;
+  }
+
+  .header-actions .el-button {
+    flex: 1;
+  }
+
+  .question-row {
+    grid-template-columns: 40px 1fr 60px;
+    gap: 8px;
+  }
+
+  .col-type,
+  .col-source {
+    display: none;
+  }
+
+  .col-actions {
+    min-width: 50px;
   }
 }
 </style>