diff --git a/web/app/components/evaluation/components/batch-test-panel/history-tab.tsx b/web/app/components/evaluation/components/batch-test-panel/history-tab.tsx
index 728b3e6c99..7080e175c4 100644
--- a/web/app/components/evaluation/components/batch-test-panel/history-tab.tsx
+++ b/web/app/components/evaluation/components/batch-test-panel/history-tab.tsx
@@ -1,47 +1,163 @@
-import type { BatchTestRecord } from '../../types'
+import type { EvaluationResourceProps } from '../../types'
+import type { EvaluationLogFile } from '@/types/evaluation'
+import { keepPreviousData, useMutation, useQuery } from '@tanstack/react-query'
+import { useState } from 'react'
 import { useTranslation } from 'react-i18next'
-import Badge from '@/app/components/base/badge'
+import Pagination from '@/app/components/base/pagination'
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuTrigger,
+} from '@/app/components/base/ui/dropdown-menu'
+import { consoleClient, consoleQuery } from '@/service/client'
+import { downloadUrl } from '@/utils/download'
 
-type HistoryTabProps = {
-  batchRecords: BatchTestRecord[]
+const PAGE_SIZE = 16
+const LOADING_ROW_IDS = ['1', '2', '3', '4', '5', '6']
+
+const formatCreatedAt = (createdAt: string) => {
+  if (!createdAt)
+    return '-'
+
+  return createdAt.includes('T') ? createdAt.slice(0, 10) : createdAt
 }
 
-const HistoryTab = ({ batchRecords }: HistoryTabProps) => {
+const HistoryTab = ({
+  resourceType,
+  resourceId,
+}: EvaluationResourceProps) => {
   const { t } = useTranslation('evaluation')
-  const statusLabels = {
-    running: t('batch.status.running'),
-    success: t('batch.status.success'),
-    failed: t('batch.status.failed'),
-  }
+  const [page, setPage] = useState(0)
+  const logsQuery = useQuery({
+    ...consoleQuery.evaluation.logs.queryOptions({
+      input: {
+        params: {
+          targetType: resourceType,
+          targetId: resourceId,
+        },
+        query: {
+          page: page + 1,
+          page_size: PAGE_SIZE,
+        },
+      },
+      refetchOnWindowFocus: false,
+    }),
+    placeholderData: keepPreviousData,
+  })
+  const fileDownloadMutation = useMutation({
+    mutationFn: async (file: EvaluationLogFile) => {
+      const fileInfo = await consoleClient.evaluation.file({
+        params: {
+          targetType: resourceType,
+          targetId: resourceId,
+          fileId: file.id,
+        },
+      })
+
+      downloadUrl({ url: fileInfo.download_url, fileName: file.name })
+    },
+  })
+  const records = logsQuery.data?.data ?? []
+  const total = logsQuery.data?.total ?? 0
+  const isInitialLoading = logsQuery.isLoading && !logsQuery.data
 
   return (
-    <div className="space-y-3">
-      {batchRecords.length === 0 && (
-        <div className="rounded-2xl border border-dashed border-divider-subtle px-4 py-10 text-center system-sm-regular text-text-tertiary">
-          {t('batch.emptyHistory')}
-        </div>
-      )}
-      {batchRecords.map(record => (
-        <div key={record.id} className="rounded-2xl border border-divider-subtle bg-background-default-subtle p-4">
-          <div className="flex items-start justify-between gap-3">
-            <div>
-              <div className="system-sm-semibold text-text-primary">{record.summary}</div>
-              <div className="mt-1 system-xs-regular text-text-tertiary">{record.fileName}</div>
-            </div>
-            <Badge className={record.status === 'failed' ? 'badge-warning' : record.status === 'success' ? 'badge-accent' : ''}>
-              {record.status === 'running'
-                ? (
-                    <span className="flex items-center gap-1">
-                      <span aria-hidden="true" className="i-ri-loader-4-line h-3 w-3 animate-spin" />
-                      {statusLabels.running}
-                    </span>
-                  )
-                : statusLabels[record.status]}
-            </Badge>
+    <div className="flex min-h-full flex-col">
+      <div className="min-h-0 flex-1 overflow-hidden">
+        <table className="w-full table-fixed border-collapse overflow-hidden rounded-md">
+          <colgroup>
+            <col className="w-[120px]" />
+            <col className="w-[95px]" />
+            <col className="w-[80px]" />
+            <col className="w-[67px]" />
+            <col className="w-[40px]" />
+          </colgroup>
+          <thead>
+            <tr className="border-b border-divider-regular">
+              <th className="h-7 px-3 text-left system-xs-medium-uppercase text-text-tertiary">
+                <span className="inline-flex items-center gap-0.5">
+                  {t('history.columns.time')}
+                  <span aria-hidden="true" className="i-ri-arrow-down-line h-3.5 w-3.5" />
+                </span>
+              </th>
+              <th className="h-7 px-3 text-left system-xs-medium-uppercase text-text-tertiary">{t('history.columns.creator')}</th>
+              <th className="h-7 px-3 text-left system-xs-medium-uppercase text-text-tertiary">{t('history.columns.version')}</th>
+              <th className="h-7 px-3 text-left system-xs-medium-uppercase text-text-tertiary">{t('history.columns.status')}</th>
+              <th className="h-7 text-center text-text-tertiary">
+                <span aria-hidden="true" className="i-ri-download-2-line inline-block h-3.5 w-3.5" />
+              </th>
+            </tr>
+          </thead>
+          <tbody>
+            {isInitialLoading && LOADING_ROW_IDS.map(rowId => (
+              <tr key={rowId} className="border-b border-divider-subtle">
+                <td colSpan={5} className="h-10 px-3">
+                  <div className="h-4 animate-pulse rounded bg-background-section" />
+                </td>
+              </tr>
+            ))}
+            {!isInitialLoading && records.map(record => (
+              <tr key={`${record.created_at}-${record.test_file.id}`} className="border-b border-divider-subtle">
+                <td className="h-10 truncate px-3 system-sm-regular text-text-secondary">{formatCreatedAt(record.created_at)}</td>
+                <td className="h-10 truncate px-3 system-sm-regular text-text-secondary">{record.created_by}</td>
+                <td className="h-10 truncate px-3 system-sm-regular text-text-secondary">{record.version || '-'}</td>
+                <td className="h-10 px-3 text-center">
+                  {record.result_file
+                    ? <span aria-label={t('history.status.completed')} className="i-ri-checkbox-circle-fill inline-block h-4 w-4 text-util-colors-green-green-600" />
+                    : <span aria-label={t('history.status.running')} className="i-ri-loader-4-line inline-block h-4 w-4 animate-spin text-text-accent" />}
+                </td>
+                <td className="h-10 text-center">
+                  <DropdownMenu>
+                    <DropdownMenuTrigger
+                      render={(
+                        <button
+                          type="button"
+                          aria-label={t('history.actions.open')}
+                          className="inline-flex h-8 w-8 items-center justify-center rounded-md text-text-tertiary hover:bg-state-base-hover hover:text-text-secondary"
+                        />
+                      )}
+                    >
+                      <span aria-hidden="true" className="i-ri-more-2-fill h-4 w-4" />
+                    </DropdownMenuTrigger>
+                    <DropdownMenuContent popupClassName="w-[180px] rounded-lg border-[0.5px] border-components-panel-border py-1 shadow-lg">
+                      <DropdownMenuItem
+                        className="gap-2"
+                        onClick={() => fileDownloadMutation.mutate(record.test_file)}
+                      >
+                        <span aria-hidden="true" className="i-ri-file-download-line h-4 w-4" />
+                        {t('history.actions.downloadTestFile')}
+                      </DropdownMenuItem>
+                      <DropdownMenuItem
+                        className="gap-2"
+                        disabled={!record.result_file}
+                        onClick={() => record.result_file && fileDownloadMutation.mutate(record.result_file)}
+                      >
+                        <span aria-hidden="true" className="i-ri-download-2-line h-4 w-4" />
+                        {t('history.actions.downloadResultFile')}
+                      </DropdownMenuItem>
+                    </DropdownMenuContent>
+                  </DropdownMenu>
+                </td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+        {!isInitialLoading && records.length === 0 && (
+          <div className="rounded-2xl border border-dashed border-divider-subtle px-4 py-10 text-center system-sm-regular text-text-tertiary">
+            {t('history.empty')}
           </div>
-          <div className="mt-3 system-xs-regular text-text-tertiary">{record.startedAt}</div>
-        </div>
-      ))}
+        )}
+      </div>
+      {total > PAGE_SIZE && (
+        <Pagination
+          className="px-0 py-3"
+          current={page}
+          limit={PAGE_SIZE}
+          total={total}
+          onChange={setPage}
+        />
+      )}
     </div>
   )
 }
diff --git a/web/app/components/evaluation/components/batch-test-panel/index.tsx b/web/app/components/evaluation/components/batch-test-panel/index.tsx
index 818f83e5d5..78aac12787 100644
--- a/web/app/components/evaluation/components/batch-test-panel/index.tsx
+++ b/web/app/components/evaluation/components/batch-test-panel/index.tsx
@@ -76,7 +76,7 @@ const BatchTestPanel = ({
             onUploadFileNameChange={uploadedFileName => setUploadedFileName(resourceType, resourceId, uploadedFileName)}
           />
         )}
-        {resource.activeBatchTab === 'history' && <HistoryTab batchRecords={resource.batchRecords} />}
+        {resource.activeBatchTab === 'history' && <HistoryTab resourceType={resourceType} resourceId={resourceId} />}
       </div>
     </div>
   )
diff --git a/web/i18n/en-US/evaluation.json b/web/i18n/en-US/evaluation.json
index 33191cd39a..3558d5e9e2 100644
--- a/web/i18n/en-US/evaluation.json
+++ b/web/i18n/en-US/evaluation.json
@@ -47,6 +47,9 @@
   "conditions.valueTypes.number": "Number",
   "conditions.valueTypes.string": "String",
   "description": "Configure automated testing to grade your application's performance.",
+  "history.actions.downloadResultFile": "Download result",
+  "history.actions.downloadTestFile": "Download test file",
+  "history.actions.open": "Open history actions",
   "history.columns.creator": "Creator",
   "history.columns.status": "Status",
   "history.columns.time": "Time",
@@ -55,6 +58,8 @@
   "history.empty": "No test history yet",
   "history.latestVersion": "Latest",
   "history.searchPlaceholder": "Search",
+  "history.status.completed": "Completed",
+  "history.status.running": "Running",
   "history.title": "Test History",
   "judgeModel.description": "Choose the model used to score your evaluation results.",
   "judgeModel.title": "Judge Model",
diff --git a/web/i18n/zh-Hans/evaluation.json b/web/i18n/zh-Hans/evaluation.json
index 04883d95e1..db167bf50d 100644
--- a/web/i18n/zh-Hans/evaluation.json
+++ b/web/i18n/zh-Hans/evaluation.json
@@ -47,6 +47,20 @@
   "conditions.valueTypes.number": "数值",
   "conditions.valueTypes.string": "文本",
   "description": "配置自动化测试，对应用表现进行评分。",
+  "history.actions.downloadResultFile": "下载结果文件",
+  "history.actions.downloadTestFile": "下载测试文件",
+  "history.actions.open": "打开历史记录操作",
+  "history.columns.creator": "创建人",
+  "history.columns.status": "状态",
+  "history.columns.time": "时间",
+  "history.columns.version": "版本",
+  "history.creatorYou": "你",
+  "history.empty": "还没有测试历史",
+  "history.latestVersion": "最新",
+  "history.searchPlaceholder": "搜索",
+  "history.status.completed": "已完成",
+  "history.status.running": "运行中",
+  "history.title": "测试历史",
   "judgeModel.description": "选择用于打分和判定评测结果的模型。",
   "judgeModel.title": "判定模型",
   "metrics.add": "添加指标",
diff --git a/web/types/evaluation.ts b/web/types/evaluation.ts
index 30070cfb57..547b9cfa41 100644
--- a/web/types/evaluation.ts
+++ b/web/types/evaluation.ts
@@ -77,6 +77,19 @@ export type EvaluationRun = {
   created_at: number
 }
 
+export type EvaluationLogFile = {
+  id: string
+  name: string
+}
+
+export type EvaluationLog = {
+  created_at: string
+  created_by: string
+  test_file: EvaluationLogFile
+  result_file: EvaluationLogFile | null
+  version: string
+}
+
 export type EvaluationRunMetric = {
   name?: string
   value?: unknown
@@ -97,7 +110,7 @@ export type EvaluationRunItem = {
 }
 
 export type EvaluationLogsResponse = {
-  data: EvaluationRun[]
+  data: EvaluationLog[]
   total: number
   page: number
   page_size: number