{"id":35098,"date":"2024-12-18T13:59:57","date_gmt":"2024-12-18T05:59:57","guid":{"rendered":"https:\/\/17aitech.com\/?p=35098"},"modified":"2024-12-18T13:59:57","modified_gmt":"2024-12-18T05:59:57","slug":"openai%e3%80%8c%e8%8d%89%e8%8e%93%e3%80%8d%e6%a8%a1%e5%9e%8b%e5%86%8d%e6%ac%a1%e8%b7%b3%e7%a5%a8%ef%bc%8c%e5%87%8c%e6%99%a8%e5%8f%91%e5%b8%83%e7%9a%84swe-bench-verified%e6%98%af%e4%b8%aa%e5%95%a5","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35098","title":{"rendered":"OpenAI\u300c\u8349\u8393\u300d\u6a21\u578b\u518d\u6b21\u8df3\u7968\uff0c\u51cc\u6668\u53d1\u5e03\u7684SWE-bench Verified\u662f\u4e2a\u5565\uff1f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-14-6\" target=\"_blank\">OpenAI\u300c\u8349\u8393\u300d\u6a21\u578b\u518d\u6b21\u8df3\u7968\uff0c\u51cc\u6668\u53d1\u5e03\u7684SWE-bench Verified\u662f\u4e2a\u5565\uff1f<\/a><\/p>\n<section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"48\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u6709\u4eba\u8bf4\uff0c\u300c\u6211\u4eec\u671f\u5f85\u7684\u662f\u8349\u8393\uff0c\u4f46\u4ed6\u4eec\u53d1\u5e03\u7684\u662f\u7fbd\u8863\u7518\u84dd\u3002\u300d\u6211\u4eec\u6765\u770b\u770b\u8fd9\u4e2a\u300c\u7fbd\u8863\u7518\u84dd\u300d\u662f\u505a\u4ec0\u4e48\u7528\u7684\u3002<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n<section><\/section>\n<section>\u4e00\u76f4\u4ee5\u6765\uff0c\u5927\u6a21\u578b\u7684\u7f16\u7a0b\u80fd\u529b\u90fd\u5907\u53d7\u5173\u6ce8\uff0c\u8d85\u5f3a AI \u7a0b\u5e8f\u5458 Devin \u7684\u95ee\u4e16\u66f4\u662f\u5c06\u300cAI \u80fd\u5426\u66ff\u4ee3\u7a0b\u5e8f\u5458\u300d\u8fd9\u4e00\u8bdd\u9898\u63a8\u4e0a\u4e86\u98ce\u53e3\u6d6a\u5c16\u3002\u6700\u8fd1\uff0cDevin \u4e5f\u8fce\u6765\u4e86\u65b0\u5bf9\u624b \u2014\u2014 \u521d\u521b\u516c\u53f8 Cosine \u63a8\u51fa\u7684\u81ea\u4e3b AI \u7a0b\u5e8f\u5458 <strong>Genie<\/strong>\u3002\u8be5\u516c\u53f8\u8868\u793a\uff0cGenie \u7684\u8868\u73b0\u8f7b\u677e\u8d85\u8d8a\u4e86 Devin\uff0c\u5728\u7b2c\u4e09\u65b9<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5 SWE-bench \u4e0a\u7684\u5f97\u5206\u4e3a 30%\uff0c\u800c Devin \u7684\u5f97\u5206\u4ec5\u4e3a 13.8%\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5f4d92e8c1bf28d4174a940b35bbe7af.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5f4d92e8c1bf28d4174a940b35bbe7af.png\"><\/a><\/p>\n<section>\u8fd9\u4e2a SWE-Bench \u662f\u4e00\u4e2a\u7528\u4e8e\u8bc4\u4f30 LLM \u89e3\u51b3 GitHub \u4e0a\u771f\u5b9e\u8f6f\u4ef6\u95ee\u9898\u80fd\u529b\u7684<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5\u6570\u636e\u96c6\u3002\u5b83\u6536\u96c6\u4e86\u6765\u81ea 12 \u4e2a\u6d41\u884c\u7684 Python \u4ed3\u5e93\u7684 2,294 \u4e2a Issue-Pull Request \u5bf9\u3002\u5728\u6d4b\u8bd5\u65f6\uff0cLLM \u4f1a\u62ff\u5230\u4e00\u4e2a\u4ee3\u7801\u5e93\u548c issue \u63cf\u8ff0\uff0c\u7136\u540e\u751f\u6210\u4e00\u4e2a\u8865\u4e01\u6765\u89e3\u51b3 issue \u63cf\u8ff0\u7684\u95ee\u9898\u3002\u8fd9\u4e2a\u6570\u636e\u96c6\u5728 AI \u7f16\u7a0b\u80fd\u529b\u7684\u8bc4\u4f30\u4e2d\u5df2\u88ab\u5e7f\u6cdb\u4f7f\u7528\u3002<\/section>\n<section><\/section>\n<section>\u5728 AI \u7f16\u7a0b\u80fd\u529b\u8fdb\u5316\u7684\u540c\u65f6\uff0c\u8fd9\u4e2a<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u4e5f\u5728\u8fdb\u5316\u3002\u4eca\u5929\u51cc\u6668\uff0c\u7f51\u4f20\u7684 OpenAI\u300c\u8349\u8393\u300d\u6a21\u578b\u518d\u6b21\u8df3\u7968\uff0c\u4f46 OpenAI \u786e\u5b9e\u53d1\u5e03\u4e86\u65b0\u4e1c\u897f\uff0c\u5c31\u662f SWE-Bench \u7684\u6539\u8fdb\u7248\u672c \u2014\u2014SWE-bench Verified\u3002<\/section>\n<section><\/section>\n<section>OpenAI \u6307\u51fa\uff0c\u539f\u59cb\u7684 SWE-bench \u5b58\u5728\u4e00\u4e9b\u95ee\u9898\uff0c\u53ef\u80fd\u5bfc\u81f4\u6a21\u578b\u7684\u81ea\u4e3b\u8f6f\u4ef6\u5de5\u7a0b\u80fd\u529b\u88ab\u4f4e\u4f30\u3002\u56e0\u6b64\uff0c\u5728\u6539\u8fdb\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u4eec\u4e0e SWE-Bench \u539f\u4f5c\u8005\u5408\u4f5c\uff0c\u8fdb\u884c\u4e86\u4eba\u5de5\u7b5b\u9009\u548c\u6539\u8fdb\uff0c\u786e\u4fdd\u5355\u5143\u6d4b\u8bd5\u7684\u8303\u56f4\u9002\u5f53\u4e14\u95ee\u9898\u63cf\u8ff0\u660e\u786e\u3002<\/section>\n<section><\/section>\n<section>\u5728 SWE-bench Verified \u4e0a\u8fdb\u884c\u7684\u65b0\u6d4b\u8bd5\u4e2d\uff0c\u5f88\u591a AI \u7f16\u7a0b\u667a\u80fd\u4f53\u7684\u5f97\u5206\u90fd\u6bd4\u539f\u6765\u8981\u9ad8\u3002\u5176\u4e2d\uff0cUIUC \u7684\u65e0 Agent \u65b9\u6848 Agentless \u751a\u81f3\u5b9e\u73b0\u4e86\u5f97\u5206\u7ffb\u500d\uff0cOpenAI \u8ba4\u4e3a\uff0c\u8fd9\u8bc1\u660e\u4e4b\u524d\u7684<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u786e\u5b9e\u5b58\u5728\u4f4e\u4f30 AI \u7f16\u7a0b\u80fd\u529b\u7684\u7f3a\u9677\u3002<\/section>\n<section><\/section>\n<section>\u4f46\u5bf9\u4e8e\u8e72\u5b88\u300c\u8349\u8393\u300d\u7684\u5168\u4e16\u754c\u7f51\u53cb\u6765\u8bf4\uff0c\u8fd9\u4e2a\u53d1\u5e03\u8fd8\u662f\u8fc7\u4e8e\u6577\u884d\u4e86\u3002\u6709\u4eba\u8bf4\uff0c\u300c\u6211\u4eec\u671f\u5f85\u7684\u662f\u8349\u8393\uff0c\u4f46\u4ed6\u4eec\u53d1\u5e03\u7684\u662f\u7fbd\u8863\u7518\u84dd\u3002\u300d<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ae461964b9de5f03351234882335f517.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ae461964b9de5f03351234882335f517.png\"><\/a><\/p>\n<section><strong>\u5173\u4e8e SWE-bench \u7684\u80cc\u666f\u77e5\u8bc6<\/strong><\/section>\n<section><\/section>\n<section>SWE-bench \u6d4b\u8bd5\u96c6\u4e2d\u7684\u6bcf\u4e2a\u793a\u4f8b\u90fd\u662f\u6839\u636e GitHub \u4e0a 12 \u4e2a\u5f00\u6e90 Python \u4ee3\u7801\u5e93\u4e2d\u4e00\u4e2a\u5df2\u89e3\u51b3\u7684 GitHub issue \u521b\u5efa\u7684\u3002\u6bcf\u4e2a\u6837\u672c\u90fd\u6709\u4e00\u4e2a\u76f8\u5173\u7684\u62c9\u53d6\u8bf7\u6c42\uff08PR\uff09\uff0c\u5176\u4e2d\u5305\u62ec\u89e3\u51b3\u65b9\u6848\u4ee3\u7801\u548c\u7528\u4e8e\u9a8c\u8bc1\u4ee3\u7801\u6b63\u786e\u6027\u7684\u5355\u5143\u6d4b\u8bd5\u3002\u8fd9\u4e9b\u5355\u5143\u6d4b\u8bd5\u88ab\u79f0\u4e3a FAIL_TO_PASS \u6d4b\u8bd5\uff0c\u56e0\u4e3a\u5728 PR \u4e2d\u7684\u89e3\u51b3\u65b9\u6848\u4ee3\u7801\u6dfb\u52a0\u4e4b\u524d\u5b83\u4eec\u4f1a\u5931\u8d25\uff0c\u6dfb\u52a0\u4e4b\u540e\u5219\u4f1a\u901a\u8fc7\u3002\u6bcf\u4e2a\u6837\u672c\u8fd8\u5305\u62ec PASS_TO_PASS \u6d4b\u8bd5\uff0c\u8fd9\u4e9b\u6d4b\u8bd5\u5728 PR \u5408\u5e76\u524d\u540e\u90fd\u4f1a\u901a\u8fc7\uff0c\u7528\u4e8e\u68c0\u67e5 PR \u662f\u5426\u7834\u574f\u4e86\u4ee3\u7801\u5e93\u4e2d\u4e0e\u95ee\u9898\u65e0\u5173\u7684\u5176\u4ed6\u529f\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u5728 SWE-bench \u4e2d\uff0cAI \u667a\u80fd\u4f53\u4f1a\u83b7\u5f97\u6765\u81ea GitHub issue \u7684\u539f\u59cb\u6587\u672c\uff0c\u5373\u95ee\u9898\u9648\u8ff0\uff0c\u5e76\u53ef\u4ee5\u8bbf\u95ee\u4ee3\u7801\u5e93\u3002\u7ed9\u5b9a\u8fd9\u4e9b\u4fe1\u606f\uff0c\u667a\u80fd\u4f53\u5fc5\u987b\u7f16\u8f91\u4ee3\u7801\u5e93\u4e2d\u7684\u6587\u4ef6\u4ee5\u89e3\u51b3\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>AI \u667a\u80fd\u4f53\u7ed9\u51fa\u7684\u7f16\u8f91\u5c06\u901a\u8fc7\u8fd0\u884c FAIL_TO_PASS \u548c PASS_TO_PASS \u6d4b\u8bd5\u6765\u8bc4\u4f30\u3002\u5982\u679c FAIL_TO_PASS \u6d4b\u8bd5\u901a\u8fc7\uff0c\u8fd9\u610f\u5473\u7740\u7f16\u8f91\u89e3\u51b3\u4e86\u95ee\u9898\u3002\u5982\u679c PASS_TO_PASS \u6d4b\u8bd5\u901a\u8fc7\uff0c\u5219\u610f\u5473\u7740\u7f16\u8f91\u6ca1\u6709\u7834\u574f\u4ee3\u7801\u5e93\u4e2d\u65e0\u5173\u7684\u90e8\u5206\u3002\u8981\u5b8c\u5168\u89e3\u51b3\u539f\u59cb\u7684 GitHub \u95ee\u9898\uff0c\u4e24\u7ec4\u6d4b\u8bd5\u90fd\u5fc5\u987b\u901a\u8fc7\u3002<\/section>\n<section><\/section>\n<section><strong>\u63d0\u9ad8 SWE-bench \u7a33\u5065\u6027\u3001\u53ef\u9760\u6027\u7684\u4e09\u4e2a\u6539\u8fdb\u65b9\u5411<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u63d0\u9ad8 SWE-bench \u7684\u7a33\u5065\u6027\u548c\u53ef\u9760\u6027\u3002\u5f00\u53d1\u56e2\u961f\u786e\u5b9a\u4e86\u4e09\u4e2a\u4e3b\u8981\u7684\u6539\u8fdb\u65b9\u5411\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7528\u4e8e\u8bc4\u4f30\u89e3\u51b3\u65b9\u6848\u6b63\u786e\u6027\u7684\u5355\u5143\u6d4b\u8bd5\u901a\u5e38\u8fc7\u4e8e\u5177\u4f53\uff0c\u6709\u65f6\u751a\u81f3\u4e0e\u95ee\u9898\u65e0\u5173\u3002\u8fd9\u53ef\u80fd\u5bfc\u81f4\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6848\u88ab\u62d2\u7edd\u3002<\/section>\n<\/li>\n<li>\n<section>\u8bb8\u591a\u6837\u672c\u7684\u95ee\u9898\u63cf\u8ff0\u4e0d\u591f\u660e\u786e\uff0c\u5bfc\u81f4\u5bf9\u95ee\u9898\u662f\u4ec0\u4e48\u4ee5\u53ca\u5e94\u8be5\u5982\u4f55\u89e3\u51b3\u5b58\u5728\u6b67\u4e49\u3002<\/section>\n<\/li>\n<li>\n<section>\u6709\u65f6\u5f88\u96be\u4e3a\u667a\u80fd\u4f53\u53ef\u9760\u5730\u8bbe\u7f6e SWE-bench \u5f00\u53d1\u73af\u5883\uff0c\u8fd9\u4f1a\u65e0\u610f\u4e2d\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u5931\u8d25\uff0c\u800c\u4e0d\u7ba1\u89e3\u51b3\u65b9\u6848\u5982\u4f55\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5b8c\u5168\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u53ef\u80fd\u88ab\u8bc4\u4e3a\u4e0d\u6b63\u786e\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>SWE-bench Verified<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0cOpenAI \u542f\u52a8\u4e86\u4e00\u9879\u7531\u4e13\u4e1a\u8f6f\u4ef6\u5f00\u53d1\u4eba\u5458\u8fdb\u884c\u7684\u4eba\u5de5\u6ce8\u91ca\u6d3b\u52a8\uff0c\u5bf9 SWE-bench \u6d4b\u8bd5\u96c6\u4e2d\u7684\u6bcf\u4e2a\u6837\u672c\u8fdb\u884c\u4e86\u7b5b\u67e5\uff0c\u4ee5\u786e\u4fdd\u5355\u5143\u6d4b\u8bd5\u7684\u8303\u56f4\u9002\u5f53\uff0c\u95ee\u9898\u63cf\u8ff0\u6e05\u6670\u660e\u786e\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u4e0e SWE-bench \u7684\u4f5c\u8005\u4eec\u4e00\u8d77\u53d1\u5e03\u4e86 SWE-bench Verified\uff1a\u8fd9\u662f SWE-bench \u539f\u59cb\u6d4b\u8bd5\u96c6\u7684\u4e00\u4e2a\u5b50\u96c6\uff0c\u5305\u542b 500 \u4e2a\u6837\u672c\uff0c\u8fd9\u4e9b\u6837\u672c\u5df2\u7ecf\u901a\u8fc7\u4e86\u4eba\u5de5\u6ce8\u91ca\u8005\u7684\u9a8c\u8bc1\u3002\u8fd9\u4e2a\u7248\u672c\u53d6\u4ee3\u4e86\u539f\u6765\u7684 SWE-bench \u548c SWE-bench Lite \u6d4b\u8bd5\u96c6\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u8fd8\u5728\u53d1\u5e03\u6240\u6709 SWE-bench \u6d4b\u8bd5\u6837\u672c\u7684\u4eba\u5de5\u6ce8\u91ca\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u8fd8\u4e0e SWE-bench \u7684\u4f5c\u8005\u5408\u4f5c\uff0c\u4e3a SWE-bench \u5f00\u53d1\u4e86\u4e00\u4e2a\u65b0\u7684\u8bc4\u4f30\u5de5\u5177\uff0c\u8be5\u5de5\u5177\u4f7f\u7528\u5bb9\u5668\u5316\u7684 Docker \u73af\u5883\uff0c\u4f7f\u5728 SWE-bench \u4e0a\u8fdb\u884c\u7684\u8bc4\u4f30\u53d8\u5f97\u66f4\u5bb9\u6613\u3001\u66f4\u53ef\u9760\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5de5\u5177\u5730\u5740\uff1ahttps:\/\/github.com\/princeton-nlp\/SWE-bench\/tree\/main\/docs\/20240627_docker<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u6539\u8fdb\u65b9\u6cd5<\/strong><\/section>\n<section><\/section>\n<section>OpenAI \u4e0e 93 \u4f4d\u5177\u6709 Python \u7ecf\u9a8c\u7684\u8f6f\u4ef6\u5f00\u53d1\u4eba\u5458\u5408\u4f5c\uff0c\u624b\u52a8\u7b5b\u9009 SWE-bench \u6837\u672c\uff0c\u5e76\u5bf9 SWE-bench \u6d4b\u8bd5\u96c6\u4e2d\u7684 1699 \u4e2a\u968f\u673a\u6837\u672c\u8fdb\u884c\u4e86\u6ce8\u91ca\uff0c\u6700\u7ec8\u5f97\u5230 SWE-bench Verified\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u7684\u65b9\u6cd5\u662f\u5bf9 SWE-bench \u6d4b\u8bd5\u96c6\u4e2d\u7684\u6837\u672c\u8fdb\u884c\u6ce8\u91ca\uff0c\u4ee5\u786e\u4fdd\u6d4b\u8bd5\u7684\u516c\u5e73\u6027\u548c\u51c6\u786e\u6027\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4ed6\u4eec\u5173\u6ce8\u4e24\u4e2a\u5173\u952e\u70b9\uff1a\u9996\u5148\uff0c\u8bc4\u4f30\u95ee\u9898\u63cf\u8ff0\u662f\u5426\u8db3\u591f\u8be6\u7ec6\uff0c\u4ee5\u9632\u8fc7\u4e8e\u6a21\u7cca\u7684\u63cf\u8ff0\u5bfc\u81f4\u6d4b\u8bd5\u4e0d\u516c\u5e73\uff1b\u5176\u6b21\uff0c\u68c0\u67e5 FAIL_TO_PASS \u5355\u5143\u6d4b\u8bd5\u662f\u5426\u4f1a\u9519\u8bef\u5730\u7b5b\u9009\u6389\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u6bcf\u4e2a\u6ce8\u91ca\u6807\u51c6\u90fd\u6709\u4e00\u4e2a\u6807\u7b7e\uff0c\u8303\u56f4\u4e3a [0, 1, 2, 3]\uff0c\u4e25\u91cd\u7a0b\u5ea6\u9010\u6e10\u589e\u52a0\u3002\u6807\u7b7e 0 \u548c 1 \u662f\u6b21\u8981\u7684\uff1b\u6807\u7b7e 2 \u548c 3 \u662f\u4e25\u91cd\u7684\uff0c\u8868\u660e\u6837\u672c\u5728\u67d0\u4e9b\u65b9\u9762\u4e0d\u5145\u5206\uff0c\u5e94\u8be5\u88ab\u4e22\u5f03\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u5047\u8bbe\u6837\u672c\u6ca1\u6709\u95ee\u9898\uff0cOpenAI \u4f1a\u901a\u8fc7\u8ba9\u6ce8\u91ca\u8005\u4f30\u8ba1\u5f00\u53d1\u4eba\u5458\u51b3\u5b9a\u548c\u5b9e\u65bd\u89e3\u51b3\u65b9\u6848\u9700\u8981\u591a\u957f\u65f6\u95f4\u6765\u8bc4\u4f30\u6bcf\u4e2a\u6837\u672c\u7684\u96be\u5ea6\u3002\u6700\u540e\uff0cOpenAI \u63d0\u4f9b\u4e86\u4e00\u4e2a\u81ea\u7531\u683c\u5f0f\u8f93\u5165\u9009\u9879\u6765\u6807\u8bb0\u6837\u672c\u7684\u4efb\u4f55\u5176\u4ed6\u4e3b\u8981\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u6784\u5efa SWE-bench Verified\uff0cOpenAI \u4ece\u539f\u59cb\u6d4b\u8bd5\u96c6\u4e2d\u8fc7\u6ee4\u6389\u95ee\u9898\u9648\u8ff0\u6216 FAIL_TO_PASS \u5355\u5143\u6d4b\u8bd5\u4e25\u91cd\u6027\u4e3a 2 \u6216\u4ee5\u4e0a\u7684\u4efb\u4f55\u6837\u672c\uff0c\u5e76\u4e14\u8fd8\u8fc7\u6ee4\u6389\u6240\u6709\u6807\u8bb0\u6709\u5176\u4ed6\u4e25\u91cd\u95ee\u9898\u7684\u6837\u672c\u3002<\/section>\n<section><\/section>\n<section><strong>\u6ce8\u91ca\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u6309\u7167\u65b0\u7684\u6807\u51c6\uff0c\u539f\u59cb SWE-bench \u4e2d\u7684\u6837\u672c\u6709\u5f88\u5927\u4e00\u90e8\u5206\u662f\u4e0d\u5408\u683c\u7684\u3002\u5982\u56fe\u6240\u793a\uff0c38.3% \u7684\u6837\u672c\u56e0\u4e3a\u95ee\u9898\u9648\u8ff0\u4e0d\u591f\u660e\u786e\u800c\u88ab\u6807\u8bb0\uff0c61.1% \u7684\u6837\u672c\u56e0\u4e3a\u5355\u5143\u6d4b\u8bd5\u53ef\u80fd\u4f1a\u4e0d\u516c\u5e73\u5730\u5c06\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u9519\u8bef\u5730\u6807\u8bb0\u4e3a\u4e0d\u6b63\u786e\u800c\u88ab\u6807\u8bb0\uff08\u4e25\u91cd\u7a0b\u5ea6 2\u30013 \u4e24\u7ea7\u52a0\u8d77\u6765\uff09\u3002\u603b\u4f53\u800c\u8a00\uff0c\u4ed6\u4eec\u7684\u6ce8\u91ca\u8fc7\u7a0b\u5bfc\u81f4 68.3% \u7684 SWE-bench \u6837\u672c\u56e0\u95ee\u9898\u9648\u8ff0\u4e0d\u660e\u786e\u3001\u5355\u5143\u6d4b\u8bd5\u4e0d\u516c\u5e73\u6216\u5176\u4ed6\u95ee\u9898\u800c\u88ab\u8fc7\u6ee4\u6389\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4b7d8386ed71bc2c6ee9bc54e927d90d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4b7d8386ed71bc2c6ee9bc54e927d90d.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-db3cf5bd907b66da7751b6f772329128.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-db3cf5bd907b66da7751b6f772329128.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-642ae0a59e12c821e7e35b48c72f923d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-642ae0a59e12c821e7e35b48c72f923d.png\"><\/a><\/p>\n<section>\u4e0b\u56fe\u6bd4\u8f83\u4e86\u539f\u59cb SWE-bench \u6570\u636e\u96c6\u548c\u65b0 SWE-bench Verified \u6570\u636e\u96c6\u7684\u96be\u5ea6\u5206\u5e03\u3002\u4ed6\u4eec\u6839\u636e 1699 \u4e2a\u6837\u672c\u7684\u968f\u673a\u5b50\u96c6\u4f30\u7b97 SWE-bench \u7684\u96be\u5ea6\u5206\u5e03\u3002<\/section>\n<section><\/section>\n<section>\u4ece\u56fe\u4e0a\u53ef\u4ee5\u770b\u51fa\uff0c\u5728\u539f\u59cb\u7684 SWE-bench \u6570\u636e\u96c6\u4e2d\uff0c\u5927\u591a\u6570\uff0877.8%\uff09\u6837\u672c\u7684\u9884\u8ba1\u5b8c\u6210\u65f6\u95f4\u5c11\u4e8e\u4e00\u4e2a\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u4e00\u4e2a\u5c0f\u65f6\u7684\u5de5\u4f5c\u91cf\u3002SWE-bench Lite \u548c\u65b0 SWE-bench Verified \u6570\u636e\u96c6\u8fdb\u4e00\u6b65\u589e\u52a0\u4e86\u8fd9\u4e00\u6bd4\u4f8b\uff0c\u9884\u8ba1\u8d85\u8fc7\u4e00\u4e2a\u5c0f\u65f6\u624d\u80fd\u89e3\u51b3\u7684\u95ee\u9898\u5c11\u4e8e 10%\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u53d8\u5316\u80cc\u540e\u7684\u673a\u5236\u6709\u7740\u5f88\u5927\u7684\u4e0d\u540c\uff1aSWE-bench Lite \u662f\u5bf9\u539f\u59cb\u6570\u636e\u96c6\u7684\u5b50\u91c7\u6837\uff0c\u4f7f<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5\u53d8\u5f97\u66f4\u5bb9\u6613\uff0c\u800c SWE-bench Verified \u5219\u8bd5\u56fe\u4ece\u6570\u636e\u96c6\u4e2d\u79fb\u9664\u4e0d\u53ef\u884c\u7684\u6837\u672c\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-698ea406983eeb887fab03b20fe6aa72.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-698ea406983eeb887fab03b20fe6aa72.png\"><\/a><\/p>\n<section><strong>\u5404\u4e2a\u667a\u80fd\u4f53\u5728 SWE-bench Verified \u4e0a\u7684\u6027\u80fd<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u65b0\u7684 SWE-bench Verified \u6570\u636e\u96c6\u4e0a\uff0c\u5f00\u53d1\u56e2\u961f\u4f7f\u7528\u591a\u4e2a\u5728\u539f\u59cb SWE-bench \u6392\u884c\u699c\u4e0a\u8868\u73b0\u826f\u597d\u7684\u5f00\u6e90\u652f\u67b6\u6d4b\u8bd5\u4e86 GPT-4o \u7684\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u7ed3\u679c\u53d1\u73b0 GPT-4o \u5728\u6027\u80fd\u6700\u4f73\u7684\u652f\u67b6\u4e0a\u7684\u6027\u80fd\u5728 SWE-bench Verified \u4e0a\u8fbe\u5230 33.2%\uff0c\u662f\u539f\u59cb SWE-bench \u4e0a 16% \u5206\u6570\u7684\u4e24\u500d\u591a\u3002\u603b\u7684\u6765\u8bf4\uff0c\u8fd9\u8bc1\u5b9e\u4e86 OpenAI \u6700\u521d\u7684\u6000\u7591\uff0c\u5373\u539f\u59cb SWE-bench \u4f4e\u4f30\u4e86\u667a\u80fd\u4f53\u7684\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4ece SWE-bench Lite \u5230 SWE-bench Verified \u7684\u8df3\u8dc3\u5e76\u4e0d\u90a3\u4e48\u660e\u663e\uff0c\u56e0\u4e3a\u7ecf\u8fc7\u7b5b\u9009\uff0cSWE-bench Lite \u5df2\u7ecf\u6bd4\u5b8c\u6574\u6570\u636e\u96c6\u53d8\u5f97\u66f4\u5bb9\u6613\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1cdc35eababa37a9e04d0a40b2ec7d88.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1cdc35eababa37a9e04d0a40b2ec7d88.png\"><\/a><\/p>\n<section><strong>\u6309\u96be\u5ea6\u5206\u5c42\u7684\u6027\u80fd\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>\u5728 SWE-bench Verified \u4e0a\u8fdb\u884c\u8bc4\u4f30\u65f6\uff0c\u6027\u80fd\u7684\u63d0\u9ad8\u53ef\u80fd\u90e8\u5206\u662f\u7531\u4e8e\u6d4b\u8bd5\u6837\u672c\u7684\u5206\u5e03\u5411\u66f4\u7b80\u5355\u7684\u6837\u672c\u503e\u659c\u3002<\/section>\n<section><\/section>\n<section>OpenAI \u901a\u8fc7\u7ed8\u5236\u6309\u96be\u5ea6\u5206\u5c42\u7684\u6027\u80fd\u6765\u8c03\u67e5\u8fd9\u4e00\u70b9\u3002\u5982\u679c\u65b0\u6570\u636e\u96c6\u53ea\u662f\u6539\u53d8\u96be\u5ea6\u5206\u5e03\u4ee5\u5305\u542b\u66f4\u7b80\u5355\u7684\u6837\u672c\uff0c\u5219\u6bcf\u4e2a\u7c7b\u522b\u5185\u7684\u5206\u5c42\u6027\u80fd\u4e0d\u4f1a\u6539\u53d8\uff0c\u5c31\u50cf\u4ece\u539f\u59cb SWE-bench \u5230 SWE-bench Lite \u7684\u60c5\u51b5\u4e00\u6837\u3002<\/section>\n<section><\/section>\n<section>\u76f8\u53cd\uff0cOpenAI \u89c2\u5bdf\u5230\uff0c\u5f53\u8f6c\u5411 SWE-bench Verified \u65f6\uff0c\u667a\u80fd\u4f53\u5728\u5404\u4e2a\u96be\u5ea6\u7c7b\u522b\u7684\u6027\u80fd\u5747\u6709\u6240\u63d0\u9ad8\uff0c\u8fd9\u4e0e\u9884\u671f\u6548\u679c\u4e00\u81f4\uff0c\u5373\u4ece\u6240\u6709\u7c7b\u522b\u4e2d\u79fb\u9664\u4e0d\u53ef\u80fd\u7684\u6837\u672c\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u5730\u79fb\u9664\u56f0\u96be\u6837\u672c\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b368c3e4f6ba8e4f631c805a6edf511a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b368c3e4f6ba8e4f631c805a6edf511a.png\"><\/a><\/p>\n<section><em><sup>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/openai.com\/index\/introducing-swe-bench-verified\/<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-14-6\" target=\"_blank\">OpenAI\u300c\u8349\u8393\u300d\u6a21\u578b\u518d\u6b21\u8df3\u7968\uff0c\u51cc\u6668\u53d1\u5e03\u7684SWE-bench Verified\u662f\u4e2a\u5565\uff1f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:OpenAI\u300c\u8349\u8393\u300d\u6a21 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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