{"id":900,"date":"2026-07-12T02:10:13","date_gmt":"2026-07-11T18:10:13","guid":{"rendered":"https:\/\/ai.oaido.com\/index.php\/2026\/07\/12\/openai-swe-bench-pro-evaluation\/"},"modified":"2026-07-12T02:10:18","modified_gmt":"2026-07-11T18:10:18","slug":"openai-swe-bench-pro-evaluation","status":"publish","type":"post","link":"https:\/\/ai.oaido.com\/index.php\/2026\/07\/12\/openai-swe-bench-pro-evaluation\/","title":{"rendered":"OpenAI \u4fee\u6b63 SWE-Bench Pro \u8bc4\u4f30\u7ed3\u679c\uff1a\u63ed\u793a LLM \u7f16\u7801\u57fa\u51c6\u4e2d\u7684\u201c\u4fe1\u53f7\u4e0e\u566a\u58f0\u201d\u95ee\u9898"},"content":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u80fd\u7f16\u7a0b\u8f85\u52a9\u5de5\u5177\u65e5\u76ca\u666e\u53ca\u7684\u4eca\u5929\uff0c\u5982\u4f55\u5ba2\u89c2\u8bc4\u4f30\u5927\u6a21\u578b\u5728\u89e3\u51b3\u5b9e\u9645\u4ee3\u7801\u95ee\u9898\u4e0a\u7684\u80fd\u529b\uff0c\u6210\u4e3a\u4e86\u884c\u4e1a\u5173\u6ce8\u7684\u7126\u70b9\u3002\u4f5c\u4e3a\u8861\u91cf LLM\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09\u4ee3\u7801\u751f\u6210\u4e0e\u4fee\u590d\u80fd\u529b\u7684\u6838\u5fc3\u57fa\u51c6\u4e4b\u4e00\uff0cSWE-Bench Pro \u4e00\u76f4\u88ab\u89c6\u4e3a\u4e1a\u754c\u7684\u201c\u91d1\u6807\u51c6\u201d\u3002\u7136\u800c\uff0cOpenAI \u8fd1\u65e5\u53d1\u5e03\u7684\u4e00\u4efd\u6df1\u5ea6\u5206\u6790\u62a5\u544a\u6253\u7834\u4e86\u8fd9\u4e00\u5e38\u89c4\u8ba4\u77e5\uff0c\u6307\u51fa\u5728\u5f53\u524d\u7684\u8bc4\u4f30\u4f53\u7cfb\u4e2d\uff0c\u5b58\u5728\u7740\u663e\u8457\u7684\u201c\u566a\u58f0\u201d\uff0c\u8fd9\u53ef\u80fd\u4f1a\u4e25\u91cd\u5e72\u6270\u5bf9\u6a21\u578b\u771f\u5b9e\u6027\u80fd\u7684\u5224\u65ad\u3002<\/p>\n<h3>\u8bc4\u4f30\u4e2d\u7684\u201c\u566a\u58f0\u201d\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f<\/h3>\n<p>OpenAI \u7684\u5206\u6790\u6307\u51fa\uff0c\u4f20\u7edf\u7684\u8bc4\u4f30\u65b9\u6cd5\u5f80\u5f80\u8fc7\u4e8e\u7406\u60f3\u5316\u3002\u5728\u5b9e\u9645\u7684\u8f6f\u4ef6\u5f00\u53d1\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e00\u4e2a\u95ee\u9898\u53ef\u80fd\u6709\u591a\u79cd\u8def\u5f84\uff0c\u800c SWE-Bench Pro \u7684\u8bc4\u4f30\u903b\u8f91\u6709\u65f6\u8fc7\u4e8e\u50f5\u5316\uff0c\u6216\u8005\u5bf9\u201c\u6b63\u786e\u201d\u7684\u5224\u5b9a\u6807\u51c6\u4e0d\u591f\u4e25\u683c\u3002\u62a5\u544a\u4e2d\u63d0\u5230\u7684\u201c\u566a\u58f0\u201d\uff0c\u6307\u7684\u662f\u90a3\u4e9b\u5e76\u4e0d\u4ee3\u8868\u6a21\u578b\u771f\u5b9e\u7f16\u7a0b\u80fd\u529b\uff0c\u4f46\u5374\u5bfc\u81f4\u8bc4\u4f30\u7ed3\u679c\u53d8\u597d\u7684\u56e0\u7d20\u3002\u4f8b\u5982\uff0c\u6a21\u578b\u53ef\u80fd\u901a\u8fc7\u67d0\u79cd\u975e\u9884\u671f\u7684\u624b\u6bb5\u901a\u8fc7\u4e86\u6d4b\u8bd5\uff0c\u6216\u8005\u8bc4\u4f30\u73af\u5883\u4e2d\u7684\u67d0\u4e9b\u8bbe\u7f6e\u5bfc\u81f4\u4e86\u9519\u8bef\u7684\u63a5\u53d7\u5224\u5b9a\u3002\u8fd9\u79cd\u201c\u566a\u58f0\u201d\u5c31\u50cf\u6df7\u5165\u73cd\u73e0\u7684\u6c99\u783e\uff0c\u63a9\u76d6\u4e86\u6a21\u578b\u771f\u6b63\u7684\u201c\u4fe1\u53f7\u201d\u2014\u2014\u5373\u5176\u89e3\u51b3\u590d\u6742\u903b\u8f91\u95ee\u9898\u548c\u7f16\u5199\u5065\u58ee\u4ee3\u7801\u7684\u5185\u5728\u80fd\u529b\u3002<\/p>\n<h3>SWE-Bench Pro \u7684\u884c\u4e1a\u5730\u4f4d\u4e0e\u6311\u6218<\/h3>\n<p>SWE-Bench Pro \u662f\u7531 Hugging Face \u548c Georgia Tech \u7b49\u673a\u6784\u8054\u5408\u5f00\u53d1\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5b83\u901a\u8fc7\u63d0\u53d6\u771f\u5b9e\u7684 GitHub \u5f00\u6e90\u9879\u76ee\u4e2d\u7684 issue\uff0c\u8981\u6c42 AI \u6a21\u578b\u751f\u6210\u8865\u4e01\u4ee3\u7801\u6765\u4fee\u590d\u8fd9\u4e9b\u6f0f\u6d1e\u3002\u7531\u4e8e\u5176\u8d34\u8fd1\u771f\u5b9e\u4e16\u754c\u7684\u573a\u666f\uff0c\u8be5\u57fa\u51c6\u5728\u8bc4\u4f30 GPT-4\u3001Claude \u7b49\u9876\u7ea7\u6a21\u578b\u65f6\u8868\u73b0\u51fa\u4e86\u6781\u9ad8\u7684\u533a\u5206\u5ea6\u3002\u7136\u800c\uff0cOpenAI \u7684\u6700\u65b0\u5206\u6790\u8868\u660e\uff0c\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c\u4f20\u7edf\u7684\u8bc4\u4f30\u65b9\u5f0f\u5df2\u7ecf\u96be\u4ee5\u8ddf\u4e0a\u3002\u5982\u679c\u8bc4\u4f30\u57fa\u51c6\u672c\u8eab\u5b58\u5728\u6f0f\u6d1e\uff0c\u90a3\u4e48\u6a21\u578b\u5728\u699c\u5355\u4e0a\u7684\u6392\u540d\u5c06\u5931\u53bb\u53c2\u8003\u4ef7\u503c\uff0c\u751a\u81f3\u53ef\u80fd\u5bfc\u81f4\u5f00\u53d1\u8005\u548c\u6295\u8d44\u8005\u5bf9\u6a21\u578b\u7684\u771f\u5b9e\u6c34\u5e73\u4ea7\u751f\u8bef\u5224\u3002<\/p>\n<h3>\u91cd\u65b0\u5ba1\u89c6\u6a21\u578b\u6027\u80fd\u6392\u540d<\/h3>\n<p>\u57fa\u4e8e\u4e0a\u8ff0\u53d1\u73b0\uff0cOpenAI \u5bf9\u5176\u5185\u90e8\u6a21\u578b\uff08\u5982 GPT-4o\uff09\u5728 SWE-Bench Pro \u4e0a\u7684\u8868\u73b0\u8fdb\u884c\u4e86\u91cd\u65b0\u8bc4\u4f30\u3002\u7ed3\u679c\u663e\u793a\uff0c\u67d0\u4e9b\u6a21\u578b\u7684\u6392\u540d\u53d1\u751f\u4e86\u663e\u8457\u53d8\u5316\u3002\u8fd9\u4e00\u4e8b\u4ef6\u5f15\u53d1\u4e86\u4e1a\u754c\u7684\u5e7f\u6cdb\u8ba8\u8bba\uff0c\u5927\u5bb6\u5f00\u59cb\u610f\u8bc6\u5230\uff0c\u5355\u7eaf\u8ffd\u6c42\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u7684\u9ad8\u5206\u5df2\u7ecf\u4e0d\u518d\u662f\u8861\u91cf\u6a21\u578b\u4ef7\u503c\u7684\u552f\u4e00\u6807\u51c6\u3002\u5f00\u53d1\u8005\u548c\u7814\u7a76\u4eba\u5458\u6b63\u547c\u5401\u5efa\u7acb\u66f4\u52a0\u4e25\u8c28\u3001\u52a8\u6001\u4e14\u80fd\u591f\u53cd\u6620\u771f\u5b9e\u5de5\u7a0b\u5b9e\u8df5\u7684\u65b0\u578b\u8bc4\u4f30\u4f53\u7cfb\u3002<\/p>\n<h3>\u884c\u4e1a\u5c55\u671b\uff1a\u4ece\u57fa\u51c6\u6d4b\u8bd5\u5230\u771f\u5b9e\u843d\u5730<\/h3>\n<p>OpenAI \u7684\u8fd9\u6b21\u53cd\u601d\u4e0d\u4ec5\u662f\u5bf9\u5355\u4e00\u57fa\u51c6\u6d4b\u8bd5\u7684\u4fee\u6b63\uff0c\u66f4\u662f\u5bf9\u6574\u4e2a AI \u8bc4\u4f30\u884c\u4e1a\u7684\u4e00\u6b21\u8b66\u793a\u3002\u968f\u7740 AI \u7f16\u7a0b\u52a9\u624b\u4ece\u73a9\u5177\u8d70\u5411\u6838\u5fc3\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u5176\u53ef\u9760\u6027\u548c\u51c6\u786e\u6027\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u672a\u6765\uff0c\u8bc4\u4f30\u6807\u51c6\u5c06\u4e0d\u518d\u5c40\u9650\u4e8e\u89e3\u51b3\u9759\u6001\u7684\u6d4b\u8bd5\u7528\u4f8b\uff0c\u800c\u662f\u66f4\u591a\u5730\u5173\u6ce8\u6a21\u578b\u5728\u52a8\u6001\u73af\u5883\u4e2d\u7684\u9002\u5e94\u80fd\u529b\u3001\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u4ee5\u53ca\u4e0e\u4eba\u7c7b\u534f\u4f5c\u7684\u6d41\u7545\u5ea6\u3002\u53ea\u6709\u5265\u79bb\u4e86\u8bc4\u4f30\u4e2d\u7684\u201c\u566a\u58f0\u201d\uff0c\u6211\u4eec\u624d\u80fd\u771f\u6b63\u770b\u6e05 AI \u5728\u7f16\u7a0b\u9886\u57df\u7684\u6f5c\u529b\u3002<\/p>\n<p><strong>\u53c2\u8003\u8d44\u6599\uff1a<\/strong> OpenAI \u5b98\u65b9\u535a\u5ba2\u300aSeparating signal from noise in coding evaluations\u300b<\/p>\n<p><strong>\u539f\u6587\u94fe\u63a5\uff1a<\/strong> <a href=\"https:\/\/openai.com\/index\/separating-signal-from-noise-coding-evaluations\">https:\/\/openai.com\/index\/separating-signal-from-noise-coding-evaluations<\/a><\/p>\n<p><em>\u4fe1\u606f\u6765\u6e90\uff1aOpenAI News\uff0c\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/openai.com\/index\/separating-signal-from-noise-coding-evaluations\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">https:\/\/openai.com\/index\/separating-signal-from-noise-coding-evaluations<\/a><\/em><\/p>\n<p><em>\u5c01\u9762\u56fe\u7247\u6765\u6e90\uff1aUnsplash \/ \u6444\u5f71\u5e08 <a href=\"https:\/\/unsplash.com\/@bkaraivanov?utm_source=ai_news_digest&amp;utm_medium=referral\" target=\"_blank\" rel=\"noopener noreferrer\">Bozhin Karaivanov<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>OpenAI \u6700\u65b0\u5206\u6790\u63ed\u793a\u4e86 SWE-Bench Pro \u8bc4\u4f30\u4e2d\u7684\u201c\u566a\u58f0\u201d\u95ee\u9898\uff0c\u6307\u51fa\u73b0\u6709\u7684\u57fa\u51c6\u6d4b\u8bd5\u53ef\u80fd\u65e0\u6cd5\u51c6\u786e\u53cd\u6620\u6a21\u578b\u7684\u771f\u5b9e\u80fd\u529b\uff0c\u5f15\u53d1\u4e86\u884c\u4e1a\u5bf9 AI \u7f16\u7a0b\u8bc4\u4f30\u53ef\u9760\u6027\u7684\u6df1\u601d\u3002<\/p>\n","protected":false},"author":1,"featured_media":901,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-900","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>OpenAI \u4fee\u6b63 SWE-Bench Pro 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