{"id":38595,"date":"2025-02-19T05:00:57","date_gmt":"2025-02-18T21:00:57","guid":{"rendered":"https:\/\/17aitech.com\/?p=38595"},"modified":"2025-02-19T05:00:57","modified_gmt":"2025-02-18T21:00:57","slug":"%e8%bf%99%e5%b1%8a%e5%87%ba%e9%a2%98%e5%a4%aa%e9%9a%be%e4%ba%86%ef%bc%81%e6%96%b0%e5%9f%ba%e5%87%86%e8%ae%a9%e5%a4%9a%e6%a8%a1%e6%80%81%e6%a8%a1%e5%9e%8b%e9%9b%86%e4%bd%93%e8%87%aa%e9%97%ad%ef%bc%8cgp","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38595","title":{"rendered":"\u8fd9\u5c4a\u51fa\u9898\u592a\u96be\u4e86\uff01\u65b0\u57fa\u51c6\u8ba9\u591a\u6a21\u6001\u6a21\u578b\u96c6\u4f53\u81ea\u95ed\uff0cGPT-4o\u90fd\u662f\u96f6\u5206"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-02-18-3\" target=\"_blank\">\u8fd9\u5c4a\u51fa\u9898\u592a\u96be\u4e86\uff01\u65b0\u57fa\u51c6\u8ba9\u591a\u6a21\u6001\u6a21\u578b\u96c6\u4f53\u81ea\u95ed\uff0cGPT-4o\u90fd\u662f\u96f6\u5206<\/a><\/p>\n<section>\u773c\u4e0b\u6700\u9876\u5c16\u7684\u4e00\u6279 LMM \u662f\u54ea\u4e9b\uff1f\u4f60\u53ef\u80fd\u60f3\u5230\u4e86\u65e0\u6240\u4e0d\u80fd\u7684 GPT-4o\u3001Gemini 2 Flash \u7b49\u7b49\u2026\u2026<\/section>\n<section><\/section>\n<section>\u4f46\u8fd9\u4e9b\u5927\u6a21\u578b\uff0c\u9047\u5230\u4e00\u4e2a\u540d\u4e3a\u300cZeroBench\u300d\u7684\u89c6\u89c9\u57fa\u51c6\u4e4b\u540e\uff0c\u7eb7\u7eb7\u8d25\u4e0b\u9635\u6765\u3002<\/section>\n<section><\/section>\n<section>20 \u591a\u4e2a\u77e5\u540d\u6a21\u578b\uff0c\u9996\u6b21\u4f5c\u7b54\u6210\u7ee9\u5982\u4e0b\uff0c\u5168\u90e8\u662f\u96f6\u5206\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-95acb00f5631a6218891a218665cd3d4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-95acb00f5631a6218891a218665cd3d4.png\"><\/a><\/p>\n<section>\u9707\u60ca\u4e4b\u540e\uff0c\u6211\u4eec\u4ed4\u7ec6\u7814\u7a76\u4e86\u8fd9\u4e2a ZeroBench \u57fa\u51c6\u91cc\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u5927\u6a21\u578b\u6765\u8bf4\uff0c\u8bb8\u591a\u73b0\u6709\u7684\u57fa\u51c6\u5df2\u7ecf\u6ca1\u6709\u4efb\u4f55\u6311\u6218\u6027\uff0c\u4e5f\u5931\u53bb\u4e86\u4f5c\u4e3a\u8861\u91cf\u5927\u6a21\u578b\u771f\u5b9e\u89c6\u89c9\u7406\u89e3\u80fd\u529b\u6807\u51c6\u7684\u4ef7\u503c\u3002ZeroBench \u7684\u51fa\u73b0\uff0c\u663e\u7136\u6253\u7834\u4e86\u8fd9\u4e2a\u5c40\u9762\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4f08d0b673c248a2059521f0a7132b93.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4f08d0b673c248a2059521f0a7132b93.png\"><\/a><\/p>\n<section>ZeroBench \u5305\u542b 100 \u4e2a\u5177\u6709\u6311\u6218\u6027\u7684\u5168\u65b0\u95ee\u9898\uff0c\u5177\u4f53\u591a\u6709\u6311\u6218\u6027\u5462\uff1f\u8bf7\u542c\u9898\uff1a<\/section>\n<section><\/section>\n<section>\u7b2c\u4e00\u9898\uff1a\u4e0d\u7528\u4f18\u60e0\uff0c\u83dc\u5355\u4e0a\u6bcf\u6b3e\u70b9\u4e00\u4e2a\uff0c\u603b\u5171\u9700\u8981\u591a\u5c11\u6e2f\u5e01\uff1f<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8ca1b9f4b51501db1b8965b1c20174cb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8ca1b9f4b51501db1b8965b1c20174cb.png\"><\/a><\/p>\n<section>\u597d\u5bb6\u4f19\uff0c\u8fd9\u83dc\u5355\u4e0a\u4e0b\u98a0\u5012\u5c31\u7b97\u4e86\uff0c\u8fd8\u53cd\u5149\u770b\u4e0d\u6e05\u5b57\uff0c\u8ba9\u5728\u5176\u4e2d\u627e\u5230\u6bcf\u9053\u83dc\u7684\u4ef7\u683c\uff0c\u518d\u505a\u52a0\u6cd5\uff0c\u8fd9\u4e0d\u662f\u4e3a\u96be\u6211\u80d6\u864e\u5417\uff1f<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u9700\u8981\u66f4\u591a\u6b65\u9aa4\u624d\u80fd\u5f97\u5230\u7b54\u6848\u7684\u591a\u6a21\u6001\u6a21\u578b\u6765\u8bf4\uff0c\u53ef\u80fd\u5b83\u4e5f\u9700\u8981\uff1a\u300c\u670d\u52a1\u5668\u7e41\u5fd9\uff0c\u8bf7\u7a0d\u540e\u518d\u8bd5\u300d\u3002<\/section>\n<section><\/section>\n<section>\u95ee\u9898 2\uff1a(i) \u8ba1\u7b97\u58f6\u94c3\u7684\u603b\u91cd\u91cf\uff1f(ii) \u8ba1\u7b97\u91cd\u91cf\u5728 5 \u81f3 15 \u78c5\u4e4b\u95f4\uff08\u542b 5 \u78c5\u548c 15 \u78c5\uff09\u7684\u54d1\u94c3\u603b\u91cd\u91cf\uff0c\u5355\u4f4d\u4e3a\u78c5\u3002(iii) \u4f30\u8ba1\u6bcf\u4e2a\u7eff\u8272\u58f6\u94c3\u7684\u91cd\u91cf\uff0c\u5355\u4f4d\u4e3a\u78c5\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-2a3a9e690d1be4945b6b2f5f39136ae8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-2a3a9e690d1be4945b6b2f5f39136ae8.png\"><\/a><\/p>\n<section>\u77e5\u8bc6\u9762\u4e0d\u591f\u5bbd\uff0c\u8fd8\u771f\u505a\u4e0d\u4e86\u8fd9\u9898\u3002\u4e0d\u5149\u8981\u7b97\u603b\u91cd\u91cf\uff0c\u8fd8\u5f97\u6311\u51fa\u7eff\u8272\u7684\uff0c\u8fd8\u5f97\u5206\u7c7b\u7edf\u8ba1&#8230;&#8230;<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-106e66293aa1d9e3fdd04df099cdacbc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-106e66293aa1d9e3fdd04df099cdacbc.png\"><\/a><\/p>\n<section>\u591a\u6a21\u6001\u6a21\u578b\u89c1\u4e86\u8fd9\u9898\u90fd\u8981\u6697\u5730\u91cc\u86d0\u86d0\uff1a\u6211\u8fde\u81ea\u5df1\u91cd\u591a\u5c11\u65a4\u90fd\u4e0d\u77e5\u9053\uff0c\u60a8\u8fd9\u8ba9\u6211\u6570\u54d1\u94c3\uff1f<\/section>\n<section><\/section>\n<section>\u95ee\u9898 3\uff1a\u4f60\u6b63\u8bd5\u56fe\u7834\u89e3\u4e00\u4e2a\u4fdd\u9669\u7bb1\uff0c\u9700\u8981\u4e00\u4e2a 6 \u4f4d\u6570\u5bc6\u7801\u3002\u6839\u636e\u5931\u4e3b\u7559\u4e0b\u7684\u7ebf\u7d22\u548c\u7269\u54c1\uff0c\u8bf7\u63a8\u7406\u51fa\u5b8c\u6574\u5bc6\u7801\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-b756ec41ba58dc061ec218c898e79839.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-b756ec41ba58dc061ec218c898e79839.png\"><\/a><\/p>\n<section>\u8fd9\u662f\u5728\u8003\u773c\u529b\uff0c\u8003\u6570\u5b66\uff0c\u8fd8\u662f\u5728\u62cd\u300a\u8fbe\u82ac\u5947\u5bc6\u7801\u300b\uff1f<\/section>\n<section><\/section>\n<section>\u770b\u6765\uff0cZeroBench \u5bf9\u591a\u6a21\u6001\u6a21\u578b\u786e\u5b9e\u5f88\u9ad8\uff0c\u4e0d\u4ec5\u5f97\u660e\u5bdf\u79cb\u6beb\uff0c\u8fd8\u5f97\u62e5\u6709\u798f\u5c14\u6469\u65af\u822c\u7684\u63a8\u7406\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u95ee\u9898 4\uff1a\u5728\u516b\u65b9\u4f4d\u6307\u5357\u9488\u4e0a\uff0c\u8eab\u4f53\u671d\u5357\u7684\u9e45\u5360\u603b\u6570\u7684\u767e\u5206\u6bd4\u662f\u591a\u5c11\uff1f\u8bf7\u7cbe\u786e\u5230\u5c0f\u6570\u70b9\u540e\u4e00\u4f4d\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-98bed8d93cfeb2529f3faae779583882.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-98bed8d93cfeb2529f3faae779583882.png\"><\/a><\/p>\n<section>\u60f3\u8981\u5224\u65ad\u9e45\u7684\u8eab\u4f53\u662f\u5426\u671d\u5357\uff0c\u9996\u5148\u5f97\u77e5\u9053\u8fd9\u5f20\u56fe\u7684\u5357\u5728\u54ea\u8fb9\uff1f\u63a5\u4e0b\u6765\u8fd8\u9700\u8981\u8003\u8651\u51ac\u5b63\u590f\u5b63\uff0c\u5357\u5317\u534a\u7403\uff0c\u4e0a\u5348\u4e0b\u5348\uff1f<\/section>\n<section><\/section>\n<section>\u505c\u505c\uff0c\u5728\u9ad8\u4e2d\u6bd5\u4e1a\u4e4b\u540e\uff0c\u6211\u5c31\u505c\u6b62\u5982\u6b64\u6df1\u5ea6\u5730\u4f7f\u7528\u81ea\u5df1\u7684\u5927\u8111\u4e86\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f3bbb30f18e6b429ea7aaa7f220cfd11.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f3bbb30f18e6b429ea7aaa7f220cfd11.png\"><\/a><\/p>\n<section>GPT-4o \u505a\u4e86\u8fd9\u9053\u9898\uff0c\u5206\u6790\u4e86\u534a\u5929\uff0c\u6700\u540e\u6446\u70c2\u4e86\uff0c\u8ba9\u6211\u4eec\u91cd\u65b0\u4e0a\u4f20\u56fe\u7247\uff0c\u300c\u4ee5\u4fbf\u5b83\u4ece\u5934\u5f00\u59cb\u5904\u7406\u3002\u300d\u53ef\u80fd\u5b83\u4e5f\u8981\u505c\u4e0b\u6765\u53d1\u4e00\u53e5\uff1a\u9e45\u592a\u5357\uff08\u96be\uff09\u4e86\u3002<\/section>\n<section><\/section>\n<section>\u95ee\u9898 5\uff1a<\/section>\n<section><\/section>\n<section>\uff081\uff09\u73b0\u5728\u662f\u82f1\u56fd\u725b\u6d25\u7684\u508d\u665a\uff0c\u8fd9\u4e2a\u65f6\u949f\u662f\u6839\u636e\u7269\u54c1\u4f7f\u7528\u65b9\u5411\u6765\u5b89\u88c5\u7684\u3002\u8ddd\u79bb\u6b63\u5348\u5927\u7ea6\u8fc7\u53bb\u4e86\u591a\u5c11\u5c0f\u65f6\uff1f<\/section>\n<section>\uff082\uff09\u8fd9\u4e2a\u65f6\u949f\u662f\u7528\u4e00\u4e2a\u516b\u4eba\u8d5b\u8247\u961f\u5458\u7684\u88c5\u5907\u5236\u6210\u7684\uff0c\u4ed6\u7684\u961f\u4f0d\u4f7f\u7528\u6807\u51c6\u88c5\u5907\u3002\u4ed6\u53ef\u80fd\u5750\u5728\u54ea\u4e9b\u5ea7\u4f4d\uff1f\u628a\u5ea7\u4f4d\u53f7\u52a0\u8d77\u6765\u7b49\u4e8e\u591a\u5c11\uff1f<\/section>\n<section>\uff083\uff09\u5982\u679c\u5c06\u56fe\u50cf\u6c34\u5e73\u7ffb\u8f6c\u4e00\u6b21\uff0c\u5782\u76f4\u7ffb\u8f6c\u4e00\u6b21\uff0c\u7136\u540e\u987a\u65f6\u9488\u65cb\u8f6c 90 \u5ea6\uff0c\u65f6\u9488\u6700\u63a5\u8fd1\u54ea\u4e2a\u6574\u70b9\uff1f<\/section>\n<section>\uff084\uff09\u628a\u524d\u4e09\u4e2a\u7b54\u6848\u76f8\u4e58\u7b49\u4e8e\u591a\u5c11\uff1f<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-25cae2e90a94fc409acc6a4c2b32e938.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-25cae2e90a94fc409acc6a4c2b32e938.png\"><\/a><\/p>\n<section>\u300c\u4ece\u8fd9\u5757\u53ea\u6709\u6307\u9488\u7684\u8868\u5224\u65ad\u8ddd\u79bb\u6b63\u5348\u7684\u65f6\u95f4\u300d\u3001\u300c\u8868\u76ae\u662f\u7531\u8d5b\u8247\u961f\u5458\u7684\u88c5\u5907\u505a\u6210\u7684\uff0c\u4ed6\u7684\u5ea7\u4f4d\u53f7\u662f\u591a\u5c11\uff1f\u300d\uff0c\u300c\u6c34\u5e73\u7ffb\u8f6c\u4e00\u6b21\uff0c\u5782\u76f4\u7ffb\u8f6c\u4e00\u6b21\uff0c\u7136\u540e\u987a\u65f6\u9488\u65cb\u8f6c 90 \u5ea6&#8230;&#8230;\u300d<\/section>\n<section><\/section>\n<section>\u5982\u679c\u8bf4\u524d\u51e0\u9898\u67e5\u67e5\u8d44\u6599\uff0c\u52aa\u52aa\u529b\u8fd8\u80fd\u5199\u51fa\u6765\uff0c\u73b0\u5728\u5df2\u7ecf\u6765\u5230\u8fde\u9898\u76ee\u90fd\u8bfb\u4e0d\u61c2\u7684\u5883\u5730\u4e86\u3002<\/section>\n<section><\/section>\n<section>\u770b\u5b8c\u8fd9\u4e9b\u9898\u76ee\uff0c\u4e0d\u96be\u7406\u89e3\u4e3a\u4ec0\u4e48\u5b83\u53eb ZeroBench \u2014\u2014 \u56e0\u4e3a AI \u505a\u5b8c\u8fd9\u4e9b\u9898\u540e\uff0c\u81ea\u4fe1\u53ef\u80fd\u5c31\u5f52\u96f6\u4e86\uff01<\/section>\n<section><\/section>\n<section>\u60f3\u6765\u51fa\u9898\u4eba\u4e5f\u662f\u9887\u8d39\u4e86\u4e00\u756a\u5fc3\u601d\u624d\u80fd\u7422\u78e8\u51fa\u5982\u6b64\u5201\u94bb\u7684\u89d2\u5ea6\u3002ZeroBench \u7684\u7814\u7a76\u56e2\u961f\u7ec4\u7ec7\u4e86\u4e00\u4e2a 20 \u591a\u4eba\u7684\u4e13\u5bb6\u51fa\u9898\u7ec4\uff0c\u6bcf\u9053\u9898\u90fd\u662f\u624b\u5de5\u9ad8\u5b9a\u3002<\/section>\n<section><\/section>\n<section>\u7531\u4e8e\u5f88\u96be\u4e8b\u5148\u77e5\u9053\u4e00\u4e2a\u95ee\u9898\u5bf9\u591a\u6a21\u6001\u6a21\u578b\u6765\u8bf4\u6709\u591a\u96be\uff0c\u56e0\u6b64\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u51fa\u9898\u4eba\u8fd8\u4f1a\u62ff\u6700\u65b0\u3001\u6700\u597d\u7684\u6a21\u578b\u6765\u300c\u8bd5\u6c34\u300d\u3002\u53d1\u73b0\u9898\u76ee\u592a\u7b80\u5355\u5c31\u52a0\u6599\uff0c\u53d1\u73b0\u8fd8\u80fd\u505a\u51fa\u6765\u5c31\u7ee7\u7eed\u52a0\u6599\uff0c\u76f4\u5230\u8c03\u8282\u5230\u300c\u96be\u5ea6\u9002\u4e2d\u300d\u3002<\/section>\n<section><\/section>\n<section><strong>ZeroBench \u6982\u8ff0<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-828df00282cf1a0ae843e46443d419f7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-828df00282cf1a0ae843e46443d419f7.png\"><\/a><\/p>\n<section>\u9879\u76ee\u4e3b\u9875: https:\/\/zerobench.github.io\/<\/section>\n<section>\u8bba\u6587\u5730\u5740: \u00a0https:\/\/arxiv.org\/pdf\/2502.09696<\/section>\n<section><\/section>\n<section><strong>\u6570\u636e\u96c6\u6784\u5efa<\/strong><\/section>\n<section><\/section>\n<section>\u4f34\u968f\u7740\u5927\u6a21\u578b\u80fd\u529b\u7684\u4e0d\u65ad\u8fdb\u5316\uff0c\u60f3\u8981\u521b\u5efa\u4e00\u4e2a\u96be\u5ea6\u8db3\u591f\u9ad8\u7684\u95ee\u9898\u96c6\u8d8a\u6765\u8d8a\u96be\u3002<\/section>\n<section><\/section>\n<section>ZeroBench \u4e2d\u7684\u6bcf\u4e2a\u95ee\u9898\u662f\u7531 20 \u591a\u4f4d\u4eba\u7c7b\u95ee\u9898\u521b\u5efa\u8005\u624b\u5de5\u5b9a\u5236\u7684\u3002\u4e3a\u4e86\u589e\u52a0\u95ee\u9898\u7684\u591a\u6837\u6027\uff0c\u5bf9\u95ee\u9898\u521b\u5efa\u8005\u7684\u6307\u5bfc\u8fd8\u662f\u6bd4\u8f83\u5bbd\u6cdb\u7684\uff1a\uff081\uff09\u5305\u542b\u5bf9\u56de\u7b54\u95ee\u9898\u81f3\u5173\u91cd\u8981\u7684\u56f0\u96be\u89c6\u89c9\u5143\u7d20\uff0c\uff082\uff09\u5305\u542b\u591a\u6b65\u9aa4\u63a8\u7406\uff0c\uff083\uff09\u5c3d\u53ef\u80fd\u5177\u6709\u6311\u6218\u6027\u3002<\/section>\n<section><\/section>\n<section>\u7531\u4e8e\u5f88\u96be\u4e8b\u5148\u77e5\u9053\u4e00\u4e2a\u95ee\u9898\u5bf9 LMM \u6765\u8bf4\u6709\u591a\u96be\uff0c\u56e0\u6b64\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u7814\u7a76\u8005\u9f13\u52b1\u95ee\u9898\u521b\u5efa\u8005\u5728\u4e00\u4e9b\u524d\u6cbf\u6a21\u578b\u4e0a\u5bf9\u5019\u9009\u95ee\u9898\u8fdb\u884c\u8bc4\u4f30\uff0c\u8861\u91cf\u5176\u96be\u5ea6\u5e76\u76f8\u5e94\u5730\u8c03\u6574\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u5728\u83b7\u5f97\u4e86 140 \u4e2a\u5019\u9009\u95ee\u9898\u540e\uff0c\u7814\u7a76\u8005\u4f7f\u7528\u4e86\u4ee5\u4e0b\u7531 4 \u4e2a\u90e8\u5206\u7ec4\u6210\u7684\u7b5b\u9009\u6d41\u7a0b\uff0c\u6700\u7ec8\u9009\u51fa\u4e86 100 \u4e2a\u95ee\u9898\u7528\u4e8e ZeroBench\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u53cd\u9988\u3002\u5bf9\u5019\u9009\u95ee\u9898\u8fdb\u884c\u7b5b\u9009\uff0c\u5fc5\u8981\u65f6\u901a\u8fc7\u53cd\u590d\u5ba1\u67e5\u548c\u53cd\u9988\u8fdb\u884c\u6539\u8fdb\u3002<\/section>\n<\/li>\n<li>\n<section>\u521d\u6b65\u8bc4\u4f30\u3002\u4e3a\u4e86\u8861\u91cf\u96be\u5ea6\uff0c\u7814\u7a76\u8005\u4f7f\u7528 o1 pro\uff08OpenAI\uff0c2024a\uff09\u548c QVQ\uff08Qwen-Team\uff0c2024\uff09\u5bf9\u95ee\u9898\u8fdb\u884c\u4e86\u521d\u6b65\u8bc4\u4f30\u3002<\/section>\n<\/li>\n<li>\n<section>\u5ba1\u67e5\u3002\u5728\u521d\u6b65\u8bc4\u4f30\u7684\u57fa\u7840\u4e0a\uff0c\u5bf9\u6bcf\u4e2a\u5019\u9009\u95ee\u9898\u90fd\u8fdb\u884c\u4e86\u5168\u9762\u5ba1\u67e5\uff0c\u4ee5\u786e\u4fdd\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u56de\u7b54\u3001\u683c\u5f0f\u548c\u6ce8\u91ca\u6b63\u786e\u3001\u96be\u5ea6\u8db3\u591f\u4e14\u7b80\u660e\u627c\u8981\u3002\u5ba1\u67e5\u4eba\u5458\u7684\u5206\u914d\u786e\u4fdd\u4e86\u51fa\u9898\u8005\u4e0d\u4f1a\u5ba1\u67e5\u5230\u81ea\u5df1\u7684\u8bd5\u9898\u3002\u8bb8\u591a\u8bd5\u9898\u4e5f\u88ab\u4fee\u6539\u4e86\uff0c\u65e8\u5728\u589e\u52a0\u96be\u5ea6\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u964d\u4f4e\u6b63\u786e\u7b54\u6848\u88ab\u731c\u4e2d\u7684\u53ef\u80fd\u6027\uff0c\u5fc5\u8981\u65f6\u8fd8\u5bf9\u95ee\u9898\u8fdb\u884c\u4e86\u4fee\u6539\uff0c\u4ee5\u786e\u4fdd\u7b54\u6848\u8303\u56f4\u8db3\u591f\u5e7f\u6cdb\u3002\u8fd9\u5c31\u6392\u9664\u4e86\u4e8c\u8fdb\u5236\u3001\u591a\u9879\u9009\u62e9\u6216\u7b54\u6848\u4e3a\u5c0f\u6574\u6570\uff08\u5373\u5c0f\u4e8e 10\uff09\u7684\u95ee\u9898\u3002\u4e0d\u7b26\u5408\u8981\u6c42\u7684\u95ee\u9898\u90fd\u88ab\u8fc7\u6ee4\u6389\u4e86\uff0c\u56e0\u6b64\u7b2c\u4e00\u6b21\u5c31\u6709\u4e86 106 \u4e2a\u5408\u9002\u7684\u95ee\u9898\u3002<\/section>\n<\/li>\n<li>\n<section>\u5bf9\u6297\u8fc7\u6ee4\u3002\u7814\u7a76\u8005\u4f7f\u7528\u8d2a\u5a6a\u89e3\u7801\u5bf9\u6bcf\u4e2a LMM \u57fa\u7ebf\u7684\u5269\u4f59\u95ee\u9898\u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u5e76\u5220\u9664\u4e86\u4efb\u4f55\u4e00\u4e2a\u6a21\u578b\u90fd\u80fd\u6b63\u786e\u56de\u7b54\u7684\u95ee\u9898\u3002\u6bcf\u4e2a\u6a21\u578b\u80fd\u6b63\u786e\u56de\u7b54\u7684\u95ee\u9898\u5dee\u5f02\u5f88\u5927\uff0c\u8868\u73b0\u6700\u597d\u7684\u6a21\u578b\u4e5f\u53ea\u80fd\u5f97\u5230 4\/106 \u5206\u3002\u6709\u4e9b\u95ee\u9898\u53ea\u6709\u4e00\u4e2a\u76f8\u5bf9\u8f83\u5f31\u7684\u6a21\u578b\u80fd\u6b63\u786e\u56de\u7b54\u3002\u7814\u7a76\u8005\u8ba4\u4e3a\u8fd9\u662f\u4e00\u79cd\u5c06\u95ee\u9898\u5206\u5e03\u4e0e\u5f53\u524d\u6a21\u578b\u80fd\u529b\u76f8\u8054\u7cfb\u7684\u6709\u6548\u65b9\u6cd5\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u7ecf\u8fc7\u53cd\u590d\u63a8\u6572\uff0c\u7814\u7a76\u8005\u6700\u7ec8\u786e\u5b9a\u4e86\u5171 100 \u4e2a\u95ee\u9898\u3002\u4e3a\u4e86\u5728\u8bc4\u4f30\u8fc7\u7a0b\u4e2d\u533a\u5206\u6a21\u578b\u6027\u80fd\uff0c\u4ed6\u4eec\u5728\u5ba1\u67e5\u8fc7\u7a0b\u4e2d\u4e3a\u6bcf\u4e2a\u95ee\u9898\u521b\u5efa\u4e86\u4e00\u4e2a\u6216\u591a\u4e2a\u5b50\u95ee\u9898\u3002\u5b50\u95ee\u9898\uff08\u56fe 6\uff09\u7531\u660e\u786e\u7684\u95ee\u9898\u5b50\u90e8\u5206\u3001\u81ea\u7136\u63a8\u7406\u6b65\u9aa4\u6216\u4e0e\u5f97\u51fa\u6700\u7ec8\u7b54\u6848\u76f8\u5173\u7684\u5176\u4ed6\u6570\u91cf\u751f\u6210\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-da7d7b4bebb2c9b735c25fe146a6dfed.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-da7d7b4bebb2c9b735c25fe146a6dfed.png\"><\/a><\/p>\n<section><strong>\u7edf\u8ba1<\/strong><\/section>\n<section><\/section>\n<section>\u8868 1 \u663e\u793a\u4e86 ZeroBench \u7684\u6838\u5fc3\u7edf\u8ba1\u6570\u636e\uff0c\u5176\u4e2d\u5305\u62ec 100 \u4e2a\u4e3b\u95ee\u9898\u548c 334 \u4e2a\u5b50\u95ee\u9898\uff0c\u5728\u5355\u5e45\u548c\u591a\u5e45\u56fe\u50cf\u8bbe\u7f6e\u4e2d\u5305\u542b\u81ea\u7136\u56fe\u50cf\u548c\u5408\u6210\u56fe\u50cf\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-d8d8b8c6f21c7b7b8cd87b769788066c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-d8d8b8c6f21c7b7b8cd87b769788066c.png\"><\/a><\/p>\n<section>\u5982\u56fe 4 \u6240\u793a\uff0c\u4e3b\u95ee\u9898\u7684\u6587\u672c\u957f\u5ea6\u5206\u5e03\u5e7f\u6cdb\uff0c\u6700\u957f\u53ef\u8fbe 2k \u5b57\u7b26\uff1b\u5728\u5b50\u95ee\u9898\u4e2d\uff0c\u77ed\u95ee\u9898\u7684\u6bd4\u4f8b\u660e\u663e\u8f83\u9ad8\u3002\u95ee\u9898\u4e2d\u56fe\u7247\u7684\u5e73\u5747\u5927\u5c0f\uff08\u56fe 5\uff09\u5206\u5e03\u8f83\u4e3a\u5747\u5300\u3002ZeroBench \u4e2d\u7684\u95ee\u9898\u4ee5\u96be\u5ea6\u4e3a\u4f18\u5148\u8003\u8651\u56e0\u7d20\uff0c\u5927\u591a\u6570\u95ee\u9898\u90fd\u5305\u542b\u591a\u4e2a\u6b65\u9aa4\uff0c\u9700\u8981\u4e0d\u540c\u7684\u89c6\u89c9\u80fd\u529b\u3002\u540c\u6837\uff0c\u95ee\u9898\u7684\u80cc\u666f\u4e5f\u5f80\u5f80\u662f\u6df7\u5408\u7684\uff0c\u9700\u8981\u4e0d\u540c\u9886\u57df\u7684\u77e5\u8bc6\u3002\u56e0\u6b64\uff0c\u4e3a\u6bcf\u4e2a\u95ee\u9898\u6216\u5b50\u95ee\u9898\u6307\u5b9a\u4e0d\u540c\u7684\u7c7b\u522b\u662f\u4e0d\u53ef\u884c\u7684\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-edd81a9a42aece32128ac5b39424c3ab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-edd81a9a42aece32128ac5b39424c3ab.png\"><\/a><\/p>\n<section><strong>\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u8005\u5728 ZeroBench \u4e3b\u95ee\u9898\u548c\u5b50\u95ee\u9898\u4e0a\u5bf9 20 \u4e2a LMM \u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u7ed3\u679c\u89c1\u8868 2\u3002\u4ece\u4e2d\u53ef\u4ee5\u5f97\u51fa\u51e0\u4e2a\u7ed3\u8bba\uff1a<\/section>\n<section><\/section>\n<section><strong>\u5bf9\u4e8e\u5f53\u4e0b LMM \u7684\u6c34\u51c6\u800c\u8a00\uff0cZeroBench \u662f\u4e0d\u53ef\u80fd\u6311\u6218\u6210\u529f\u7684\u3002<\/strong>\u5728\u53ef\u91cd\u73b0\u7684\u73af\u5883\u4e2d\uff0c\u7814\u7a76\u8005\u53d1\u73b0\u6240\u6709\u6a21\u578b\u5728\u8be5\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u90fd\u53ea\u6709 0% \u7684\u53ca\u683c\u7387\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-6e38c7fd5e8bd57bde589c2caecaf147.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-6e38c7fd5e8bd57bde589c2caecaf147.png\"><\/a><\/p>\n<section><strong>\u6709\u4e9b\u95ee\u9898\u662f\u53ef\u4ee5\u56de\u7b54\u7684\uff0c\u5927\u591a\u6570\u6a21\u578b\u7684\u5f97\u5206\u90fd\u4e0d\u662f\u96f6\u3002<\/strong>\u8868\u73b0\u6700\u597d\u7684\u6a21\u578b\u662f Gemini 2 Flash Thinking\uff0c\u5b83\u7684 pass@5 \u5f97\u5206\u8fbe\u5230\u4e86 7%\uff08\u6b63\u786e\u56de\u7b54 7 \u4e2a\u95ee\u9898\uff09\uff1bQVQ\u3001Gemini 2 Flash \u548c Pixtral-Large \u7684\u8868\u73b0\u4e5f\u76f8\u5bf9\u8f83\u597d\uff0c\u6b63\u786e\u56de\u7b54\u4e86 3 \u4e2a\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b50\u95ee\u9898\u533a\u5206\u5f00\u4e86\u6a21\u578b\u7684\u6027\u80fd\u3002<\/strong>\u8fd9\u90e8\u5206\u95ee\u9898\u5bf9\u6a21\u578b\u7684\u6311\u6218\u6027\u8f83\u5c0f\uff0c\u6240\u6709\u6a21\u578b\u7684\u5f97\u5206\u90fd\u4e0d\u4e3a\u96f6\u3002\u867d\u7136\u4e0e\u4e3b\u95ee\u9898\u76f8\u6bd4\uff0c\u63a8\u7406\u6a21\u578b\u7684\u96be\u5ea6\u8981\u4f4e\u5f97\u591a\uff0c\u4f46\u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u4e9b\u6a21\u578b\u4ecd\u7136\u96be\u4ee5\u6b63\u786e\u56de\u7b54\u8fd9\u4e9b\u5c0f\u95ee\u9898\uff0c\u5176\u4e2d\u7edd\u5927\u591a\u6570\u90fd\u592a\u96be\u4e86\u3002\u63a8\u7406\u6a21\u578b\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u901a\u5e38\u4f1a\u4ea7\u751f\u4e00\u4e2a\u6269\u5c55\u7684\u601d\u7ef4\u94fe\uff0c\u5141\u8bb8\u5b83\u4eec\u5728\u5f97\u51fa\u6700\u7ec8\u89e3\u51b3\u65b9\u6848\u4e4b\u524d\u63a2\u7d22\u591a\u79cd\u8def\u5f84\u3002\u7136\u800c\uff0c\u5728 ZeroBench \u4e0a\uff0c\u6b64\u7c7b\u6a21\u578b\u4e0e\u4f20\u7edf\u6a21\u578b\u76f8\u6bd4\u4f3c\u4e4e\u5e76\u65e0\u660e\u663e\u4f18\u52bf\u3002<\/section>\n<section><\/section>\n<section><strong>\u5728\u4e3b\u95ee\u9898\u4e0a\uff0c\u5f00\u653e\u6e90\u4ee3\u7801\u548c\u5c01\u95ed\u6e90\u4ee3\u7801\u6a21\u578b\u7684\u8868\u73b0\u4ecd\u7136\u5f88\u5dee\uff0c\u6ca1\u6709\u660e\u663e\u7684\u533a\u522b\u3002<\/strong>\u4e0d\u8fc7\uff0c\u901a\u8fc7\u6bd4\u8f83\u5b50\u95ee\u9898\u7684\u5f97\u5206\uff0c\u53ef\u4ee5\u53d1\u73b0\u4e24\u8005\u7684\u6027\u80fd\u5dee\u8ddd\u5f88\u5927\uff0c\u9886\u5148\u7684\u5f00\u6e90\u6a21\u578b\uff08QVQ 19.78%\uff09\u843d\u540e\u4e8e SOTA\uff08Claude 3.5 Sonnet v2 24.30%\uff09\u8fd1 5 \u4e2a\u767e\u5206\u70b9\u3002<\/section>\n<section><\/section>\n<section><strong>\u9519\u8bef\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>\u56fe 7 \u5c55\u793a\u4e86\u5728 ZeroBench 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