{"id":4059,"date":"2026-03-01T23:26:05","date_gmt":"2026-03-01T15:26:05","guid":{"rendered":"https:\/\/ai.ziyuanzz.online\/?page_id=4059"},"modified":"2026-03-28T11:13:31","modified_gmt":"2026-03-28T03:13:31","slug":"mmbench","status":"publish","type":"page","link":"https:\/\/ai.ziyuanzz.online\/index.php\/mmbench\/","title":{"rendered":"MMBench"},"content":{"rendered":"
\n
\"\"<\/figure>\n<\/div>\n\n\n

MMBench<\/h2>\n\n\n\n

\u5168\u65b9\u4f4d\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u80fd\u529b\u8bc4\u6d4b\u4f53\u7cfb<\/p>\n\n\n\n

\n
\u8bbf\u95ee\u5b98\u7f51 ><\/a><\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
\"\"<\/figure>\n\n\n\n
<\/div>\n\n\n\n

MMBench\u662f\u4ec0\u4e48<\/h2>\n\n\n\n

MMBench\u662f\u591a\u6a21\u6001\u57fa\u51c6\u6d4b\u8bd5\uff0c\u7531\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u3001\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u548c\u6d59\u6c5f\u5927\u5b66\u7684\u7814\u7a76\u4eba\u5458\u8054\u5408\u63a8\u51fa\u3002MMBench\u63a8\u51fa\u4e00\u4e2a\u7efc\u5408\u8bc4\u4f30\u6d41\u7a0b\uff0c\u4ece\u611f\u77e5\u5230\u8ba4\u77e5\u80fd\u529b\u9010\u7ea7\u7ec6\u5206\u8bc4\u4f30\uff0c\u8986\u76d620\u9879\u7ec6\u7c92\u5ea6\u80fd\u529b\uff0c\u4ece\u4e92\u8054\u7f51\u4e0e\u6743\u5a01\u57fa\u51c6\u6570\u636e\u96c6\u91c7\u96c6\u7ea63000\u9053\u5355\u9879\u9009\u62e9\u9898\u3002\u6253\u7834\u5e38\u89c4\u4e00\u95ee\u4e00\u7b54\u57fa\u4e8e\u89c4\u5219\u5339\u914d\u63d0\u53d6\u9009\u9879\u8fdb\u884c\u8bc4\u6d4b\uff0c\u5faa\u73af\u6253\u4e71\u9009\u9879\u9a8c\u8bc1\u8f93\u51fa\u7ed3\u679c\u7684\u4e00\u81f4\u6027\uff0c\u57fa\u4e8eChatGPT\u7cbe\u51c6\u5339\u914d\u6a21\u578b\u56de\u590d\u81f3\u9009\u9879\u3002MMBench\u6db5\u76d6\u591a\u79cd\u4efb\u52a1\u7c7b\u578b\uff0c\u5982\u89c6\u89c9\u95ee\u7b54\u3001\u56fe\u50cf\u63cf\u8ff0\u751f\u6210\u7b49\uff0c\u57fa\u4e8e\u7efc\u5408\u591a\u7ef4\u5ea6\u6307\u6807\uff0c\u4e3a\u6a21\u578b\u63d0\u4f9b\u5168\u9762\u7684\u6027\u80fd\u8bc4\u4f30\u3002MMBench \u7684\u6392\u884c\u699c\u5c55\u793a\u4e0d\u540c\u6a21\u578b\u5728\u8fd9\u4e9b\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\uff0c\u5e2e\u52a9\u7814\u7a76\u8005\u548c\u5f00\u53d1\u8005\u4e86\u89e3\u5f53\u524d\u591a\u6a21\u6001\u6280\u672f\u7684\u53d1\u5c55\u6c34\u5e73\uff0c\u63a8\u52a8\u76f8\u5173\u9886\u57df\u7684\u6280\u672f\u8fdb\u6b65\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

MMBench\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n
    \n
  • \u7ec6\u7c92\u5ea6\u80fd\u529b\u8bc4\u4f30<\/strong>\uff1a\u5c06\u591a\u6a21\u6001\u80fd\u529b\u7ec6\u5206\u4e3a\u591a\u4e2a\u7ef4\u5ea6\uff08\u5982\u611f\u77e5\u3001\u63a8\u7406\u7b49\uff09\uff0c\u9488\u5bf9\u6bcf\u4e2a\u7ef4\u5ea6\u8bbe\u8ba1\u76f8\u5173\u95ee\u9898\uff0c\u5168\u9762\u8bc4\u4f30\u6a21\u578b\u7684\u7ec6\u7c92\u5ea6\u80fd\u529b\u3002<\/li>\n\n\n\n
  • \u5927\u89c4\u6a21\u591a\u6a21\u6001\u6570\u636e\u96c6<\/strong>\uff1a\u63d0\u4f9b\u7ea6 3000 \u4e2a\u591a\u9879\u9009\u62e9\u9898\uff0c\u8986\u76d6 20 \u79cd\u80fd\u529b\u7ef4\u5ea6\uff0c\u652f\u6301\u6a21\u578b\u5728\u591a\u79cd\u573a\u666f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u3002<\/li>\n\n\n\n
  • \u521b\u65b0\u8bc4\u4f30\u7b56\u7565<\/strong>\uff1a\u91c7\u7528\u201c\u5faa\u73af\u8bc4\u4f30\u201d\u7b56\u7565\uff0c\u7528\u591a\u6b21\u5faa\u73af\u63a8\u7406\u6d4b\u8bd5\u6a21\u578b\u7684\u7a33\u5b9a\u6027\uff0c\u51cf\u5c11\u566a\u58f0\u5f71\u54cd\uff0c\u63d0\u4f9b\u66f4\u53ef\u9760\u7684\u8bc4\u4f30\u7ed3\u679c\u3002<\/li>\n\n\n\n
  • \u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u63d0\u4f9b\u82f1\u6587\u548c\u4e2d\u6587\u7248\u672c\u7684\u6570\u636e\u96c6\uff0c\u652f\u6301\u5bf9\u6a21\u578b\u5728\u4e0d\u540c\u8bed\u8a00\u73af\u5883\u4e0b\u7684\u80fd\u529b\u8bc4\u4f30\u3002<\/li>\n\n\n\n
  • \u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u652f\u6301\u6570\u636e\u6837\u672c\u7684\u53ef\u89c6\u5316\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u7ed3\u6784\u548c\u5185\u5bb9\u3002<\/li>\n\n\n\n
  • \u5b98\u65b9\u8bc4\u4f30\u5de5\u5177<\/strong>\uff1a\u63d0\u4f9b VLMEvalKit\uff0c\u652f\u6301\u5bf9\u591a\u6a21\u6001\u6a21\u578b\u7684\u6807\u51c6\u5316\u8bc4\u4f30\uff0c\u5e76\u53ef\u7528\u4e8e\u63d0\u4ea4\u6d4b\u8bd5\u7ed3\u679c\u83b7\u53d6\u51c6\u786e\u7387\u3002<\/li>\n\n\n\n
  • \u57fa\u51c6\u6d4b\u8bd5\u4e0e\u6392\u884c\u699c<\/strong>\uff1a\u6392\u884c\u699c\u5c55\u793a\u4e0d\u540c\u6a21\u578b\u5728 MMBench \u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd\u8868\u73b0\uff0c\u4e3a\u7814\u7a76\u8005\u63d0\u4f9b\u53c2\u8003\u3002<\/li>\n<\/ul>\n\n\n\n
    \"\"<\/figure>\n\n\n\n
      \n
    • \u8bc4\u4f30\u6a21\u578b\u6027\u80fd<\/strong>\uff1a\u7528 VLMEvalKit\u00a0\u5bf9\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\u8fdb\u884c\u8bc4\u4f30\u3002\u8bc4\u4f30\u5de5\u5177\u6839\u636e MMBench \u7684\u6807\u51c6\u8ba1\u7b97\u51c6\u786e\u7387\u7b49\u6307\u6807\u3002<\/li>\n\n\n\n
    • \u63d0\u4ea4\u6d4b\u8bd5\u7ed3\u679c<\/strong>\uff1a\n
        \n
      • \u5728 MMBench \u9886\u5148\u699c\u4e0a\u63d0\u4ea4\u6d4b\u8bd5\u7ed3\u679c\uff0c\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\uff1a\n
          \n
        • \u4f7f\u7528\u6d4b\u8bd5\u96c6\u6570\u636e\u8fdb\u884c\u63a8\u7406\uff0c\u751f\u6210\u9884\u6d4b\u7ed3\u679c\u6587\u4ef6\uff08\u5982\u00a0llava_v1.5_7b\/MMBench_TEST_EN.xlsx<\/code>\uff09\u3002<\/li>\n\n\n\n
        • \u767b\u5f55 MMBench \u9886\u5148\u699c\u4e0a\u4f20\u9884\u6d4b\u7ed3\u679c\u6587\u4ef6\u3002<\/li>\n\n\n\n
        • \u9886\u5148\u699c\u5c06\u81ea\u52a8\u8ba1\u7b97\u5e76\u5c55\u793a\u6a21\u578b\u5728\u5404\u4e2a\u80fd\u529b\u7ef4\u5ea6\u4e0a\u7684\u6027\u80fd\u8868\u73b0\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n

          MMBench\u7684\u5e94\u7528\u573a\u666f<\/h2>\n\n\n\n
            \n
          • \u6a21\u578b\u6027\u80fd\u8bc4\u4f30<\/strong>\uff1aMMBench \u63d0\u4f9b\u5168\u9762\u7684\u591a\u6a21\u6001\u57fa\u51c6\u6d4b\u8bd5\u5e73\u53f0\uff0c\u80fd\u5bf9\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u5728\u4e0d\u540c\u4efb\u52a1\u548c\u80fd\u529b\u7ef4\u5ea6\u4e0a\u7684\u8868\u73b0\u8fdb\u884c\u7ec6\u7c92\u5ea6\u8bc4\u4f30\uff0c\u5e2e\u52a9\u7814\u7a76\u8005\u548c\u5f00\u53d1\u8005\u6e05\u6670\u4e86\u89e3\u6a21\u578b\u7684\u5f3a\u9879\u548c\u5f31\u9879\uff0c\u4e3a\u6a21\u578b\u4f18\u5316\u63d0\u4f9b\u65b9\u5411\u3002<\/li>\n\n\n\n
          • \u5b66\u672f\u7814\u7a76\u652f\u6301<\/strong>\uff1a\u7814\u7a76\u4eba\u5458\u7528 MMBench \u6570\u636e\u96c6\u8fdb\u884c\u65b0\u6a21\u578b\u7684\u5f00\u53d1\u548c\u9a8c\u8bc1\uff0c\u63a8\u52a8\u591a\u6a21\u6001\u6280\u672f\u7684\u524d\u6cbf\u7814\u7a76\u3002<\/li>\n\n\n\n
          • \u5de5\u4e1a\u5e94\u7528\u5f00\u53d1<\/strong>\uff1a\u5728\u5de5\u4e1a\u9886\u57df\uff0c\u4f01\u4e1a\u8bc4\u4f30\u548c\u9009\u62e9\u9002\u5408\u5176\u4ea7\u54c1\u7684\u591a\u6a21\u6001\u6a21\u578b\uff0c\u786e\u4fdd\u6240\u91c7\u7528\u7684\u6a21\u578b\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u5177\u5907\u8db3\u591f\u7684\u6027\u80fd\u548c\u7a33\u5b9a\u6027\uff0c\u63d0\u9ad8\u4ea7\u54c1\u7684\u5e02\u573a\u7ade\u4e89\u529b\u3002<\/li>\n\n\n\n
          • \u6559\u80b2\u4e0e\u57f9\u8bad<\/strong>\uff1a\u4f5c\u4e3a\u6559\u5b66\u8d44\u6e90\uff0c\u5e2e\u52a9\u5b66\u751f\u548c\u7814\u7a76\u4eba\u5458\u66f4\u597d\u5730\u7406\u89e3\u591a\u6a21\u6001\u6a21\u578b\u7684\u8bc4\u4f30\u65b9\u6cd5\u548c\u5e94\u7528\u573a\u666f\uff0c\u57fa\u4e8e\u5b9e\u8df5\u9879\u76ee\u548c\u8bfe\u7a0b\u7ec3\u4e60\u63d0\u5347\u5bf9\u591a\u6a21\u6001\u6280\u672f\u7684\u7406\u89e3\u548c\u5e94\u7528\u80fd\u529b\u3002<\/li>\n\n\n\n
          • \u8de8\u9886\u57df\u5e94\u7528<\/strong>\uff1aMMBench \u7684\u591a\u6a21\u6001\u6570\u636e\u96c6\u6db5\u76d6\u591a\u4e2a\u9886\u57df\uff0c\u5982\u6587\u5316\u3001\u79d1\u5b66\u3001\u533b\u7597\u7b49\uff0c\u4f8b\u5982 CCBench\uff08\u4e2d\u56fd\u6587\u5316\u76f8\u5173\u57fa\u51c6\u6d4b\u8bd5\uff09\u80fd\u8bc4\u4f30\u6a21\u578b\u5728\u7279\u5b9a\u6587\u5316\u9886\u57df\u7684\u8868\u73b0\uff0c\u63a8\u52a8\u6587\u5316\u7814\u7a76\u548c\u8de8\u6587\u5316\u4ea4\u6d41\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

            MMBench \u5168\u65b9\u4f4d\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u80fd\u529b\u8bc4\u6d4b\u4f53\u7cfb MMBench\u662f\u4ec0\u4e48 MMBench\u662f\u591a\u6a21\u6001\u57fa\u51c6\u6d4b\u8bd5\uff0c\u7531\u4e0a\u6d77 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4059","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/4059","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/comments?post=4059"}],"version-history":[{"count":0,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/4059\/revisions"}],"wp:attachment":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/media?parent=4059"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}