{"id":39924,"date":"2025-04-07T00:02:21","date_gmt":"2025-04-06T16:02:21","guid":{"rendered":"https:\/\/17aitech.com\/?p=39924"},"modified":"2025-04-07T00:02:21","modified_gmt":"2025-04-06T16:02:21","slug":"%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e5%8f%98%e8%ba%ab%e8%bd%af%e4%bd%93%e6%9c%ba%e5%99%a8%e4%ba%ba%e8%ae%be%e8%ae%a1%e3%80%8c%e8%87%aa%e7%84%b6%e9%80%89%e6%8b%a9%e5%99%a8%e3%80%8d%ef%bc%8cgp","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39924","title":{"rendered":"\u5927\u8bed\u8a00\u6a21\u578b\u53d8\u8eab\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u300c\u81ea\u7136\u9009\u62e9\u5668\u300d\uff0cGPT\u3001Gemini\u3001Grok\u4e89\u505a\u6700\u4f73"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-06\" target=\"_blank\">\u5927\u8bed\u8a00\u6a21\u578b\u53d8\u8eab\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u300c\u81ea\u7136\u9009\u62e9\u5668\u300d\uff0cGPT\u3001Gemini\u3001Grok\u4e89\u505a\u6700\u4f73<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a2ab86af7779deb77289f6928e3a5bba.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a2ab86af7779deb77289f6928e3a5bba.png\"><\/a><\/section>\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u5728\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u9886\u57df\u5c55\u73b0\u51fa\u4e86\u4ee4\u4eba\u632f\u594b\u7684\u5e94\u7528\u6f5c\u529b\u3002<strong>\u5bc6\u6b47\u6839\u5927\u5b66\u5b89\u5a1c\u5821\u5206\u6821\u7684\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u4e2a\u540d\u4e3a\u300c<\/strong><span data-pm-slice='1 1 [\"para\",{\"tagName\":\"p\",\"attributes\":{\"style\":\"margin: 0px 8px; line-height: 1.75em;\"},\"namespaceURI\":\"http:\/\/www.w3.org\/1999\/xhtml\"}]'><strong>RoboCrafter-QA\u300d\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u7528\u4e8e\u8bc4\u4f30 LLM \u5728\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u4e2d\u7684\u8868\u73b0\uff0c\u63a2\u7d22\u4e86\u8fd9\u4e9b\u6a21\u578b\u80fd\u5426\u62c5\u4efb\u673a\u5668\u4eba\u8bbe\u8ba1\u7684\u300c\u81ea\u7136\u9009\u62e9\u5668\u300d\u89d2\u8272\u3002<\/strong><\/span><\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u4e3a AI \u8f85\u52a9\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u5f00\u8f9f\u4e86\u5d2d\u65b0\u9053\u8def\uff0c\u6709\u671b\u5b9e\u73b0\u66f4\u81ea\u52a8\u5316\u3001\u66f4\u667a\u80fd\u7684\u8bbe\u8ba1\u6d41\u7a0b\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-100da936085ac9940f2f080a26743e96.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-100da936085ac9940f2f080a26743e96.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u4f5c\u8005\uff1a Changhe Chen, Xiaohao Xu, Xiangdong Wang, Xiaonan Huang\u00a0<\/p>\n<\/li>\n<li>\n<p>\u673a\u6784\uff1a \u5bc6\u6b47\u6839\u5927\u5b66\u5b89\u5a1c\u5821\u5206\u6821<\/p>\n<\/li>\n<li>\n<p>\u539f\u8bba\u6587\uff1a Large Language Models as Natural Selector for Embodied Soft Robot Design<\/p>\n<\/li>\n<li>\n<p>Github\uff1ahttps:\/\/github.com\/AisenGinn\/evogym_data_generation\u00a0<\/p>\n<\/li>\n<li>\n<p>\u89c6\u9891\uff1ahttps:\/\/youtu.be\/bM_Ez7Da4ME<\/p>\n<\/li>\n<\/ul>\n<p><span data-pm-slice='1 1 [\"para\",{\"tagName\":\"p\",\"attributes\":{\"style\":\"margin: 0px 8px; line-height: 1.75em;\"},\"namespaceURI\":\"http:\/\/www.w3.org\/1999\/xhtml\"}]'><strong>\u7814\u7a76\u80cc\u666f<\/strong><\/span><\/p>\n<p>\u8f6f\u4f53\u673a\u5668\u4eba\u76f8\u6bd4\u4f20\u7edf\u521a\u6027\u673a\u5668\u4eba\u5177\u6709\u663e\u8457\u4f18\u52bf\uff0c\u7279\u522b\u662f\u5728\u590d\u6742\u3001\u975e\u7ed3\u6784\u5316\u548c\u52a8\u6001\u73af\u5883\u4e2d\uff0c\u5176\u56fa\u6709\u7684\u67d4\u987a\u6027\u80fd\u591f\u5b9e\u73b0\u66f4\u5b89\u5168\u3001\u66f4\u9002\u5e94\u6027\u5f3a\u7684\u4ea4\u4e92\u3002\u7136\u800c\uff0c\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u9762\u4e34\u5de8\u5927\u6311\u6218\uff1a<\/p>\n<ol>\n<li>\n<p>\u4e0e\u521a\u6027\u673a\u5668\u4eba\u660e\u786e\u5b9a\u4e49\u7684\u8fd0\u52a8\u94fe\u4e0d\u540c\uff0c\u8f6f\u4f53\u673a\u5668\u4eba\u62e5\u6709\u51e0\u4e4e\u65e0\u9650\u7684\u81ea\u7531\u5ea6<\/p>\n<\/li>\n<li>\n<p>\u975e\u7ebf\u6027\u6750\u6599\u7279\u6027\u590d\u6742<\/p>\n<\/li>\n<li>\n<p>\u9700\u8981\u7cbe\u5bc6\u534f\u8c03\u5f62\u6001\u3001\u9a71\u52a8\u548c\u63a7\u5236\u7cfb\u7edf<\/p>\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u56e0\u7d20\u4f7f\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u6210\u4e3a\u4e00\u9879\u9ad8\u5ea6\u6311\u6218\u6027\u7684\u591a\u5b66\u79d1\u95ee\u9898\uff0c\u4f20\u7edf\u4e0a\u4f9d\u8d56\u4e13\u5bb6\u76f4\u89c9\u3001\u8fed\u4ee3\u539f\u578b\u8bbe\u8ba1\u548c\u8ba1\u7b97\u6210\u672c\u9ad8\u6602\u7684\u6a21\u62df<\/p>\n<p><strong>\u7814\u7a76\u521b\u65b0\uff1a\u4ece\u751f\u7269\u8fdb\u5316\u5230 AI \u9a71\u52a8\u8bbe\u8ba1<\/strong><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u751f\u7269\u548c\u673a\u5668\u4eba\u8bbe\u8ba1\u8303\u5f0f\u7684\u6982\u5ff5\u6027\u8f6c\u53d8\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-2e9aeef26ef2e79f30aa838d0a237c1a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-2e9aeef26ef2e79f30aa838d0a237c1a.png\"><\/a><\/section>\n<ol>\n<li>\n<p>\u751f\u7269\u8fdb\u5316\uff1a\u901a\u8fc7\u81ea\u7136\u9009\u62e9\u538b\u529b\u9a71\u52a8\uff0c\u4f46\u8fdb\u7a0b\u7f13\u6162\u4e14\u53d7\u9650\u3002<\/p>\n<\/li>\n<li>\n<p>\u4eba\u7c7b\u5de5\u7a0b\u8bbe\u8ba1\uff1a\u7531\u4eba\u7c7b\u76f4\u89c9\u548c\u4e13\u4e1a\u77e5\u8bc6\u5f15\u5bfc\uff0c\u4f46\u4ecd\u53d7\u4eba\u7c7b\u8ba4\u77e5\u80fd\u529b\u9650\u5236\u3002<\/p>\n<\/li>\n<li>\n<p>AI \u9a71\u52a8\u8bbe\u8ba1\uff1aLLM \u4f5c\u4e3a\u300c\u81ea\u7136\u9009\u62e9\u5668\u300d\uff0c\u5229\u7528\u5176\u5e9e\u5927\u7684\u77e5\u8bc6\u5e93\u8bc4\u4f30\u548c\u6307\u5bfc\u8f6f\u4f53\u673a\u5668\u4eba\u7684\u8bbe\u8ba1\u3002<\/p>\n<\/li>\n<\/ol>\n<p><strong>RoboCrafter-QA \u57fa\u51c6\u6d4b\u8bd5<\/strong><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u7684 RoboCrafter-QA \u57fa\u51c6\u6d4b\u8bd5\u4e13\u95e8\u7528\u4e8e\u8bc4\u4f30\u591a\u6a21\u6001 LLM \u5bf9\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u7406\u89e3\u7684\u80fd\u529b\u3002\u8be5\u6d4b\u8bd5\u91c7\u7528\u95ee\u7b54\u5f62\u5f0f\uff0c\u4e3a LLM \u63d0\u4f9b\u73af\u5883\u63cf\u8ff0\u548c\u4efb\u52a1\u76ee\u6807\uff0c\u7136\u540e\u8981\u6c42\u6a21\u578b\u4ece\u4e24\u4e2a\u5019\u9009\u673a\u5668\u4eba\u8bbe\u8ba1\u4e2d\u9009\u62e9\u6027\u80fd\u66f4\u4f73\u7684\u4e00\u4e2a\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f43639a963bd05935555ff54e0724516.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f43639a963bd05935555ff54e0724516.png\"><\/a><\/section>\n<p>\u6570\u636e\u751f\u6210\u6d41\u7a0b<\/p>\n<ol>\n<li>\n<p><strong>\u8bbe\u8ba1\u7a7a\u95f4\u5b9a\u4e49<\/strong>\uff1a\u5728 5\u00d75 \u7684\u57fa\u4e8e\u4f53\u7d20\u7684\u8bbe\u8ba1\u7a7a\u95f4\u4e2d\u8fdb\u884c\u673a\u5668\u4eba\u5f62\u6001\u6f14\u5316\uff0c\u6bcf\u4e2a\u4f53\u7d20\u4ee3\u8868\u4e00\u79cd\u6750\u6599\u7c7b\u578b\uff08\u7a7a\u3001\u521a\u6027\u3001\u8f6f\u6027\u3001\u6c34\u5e73\u9a71\u52a8\u5668\u6216\u5782\u76f4\u9a71\u52a8\u5668\uff09\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8fdb\u5316\u8fc7\u7a0b<\/strong>\uff1a\u4ece 30 \u4e2a\u968f\u673a\u751f\u6210\u7684\u72ec\u7279\u673a\u5668\u4eba\u8bbe\u8ba1\u5f00\u59cb\uff0c\u4f7f\u7528\u7ecf\u8fc7 PPO\uff08\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\uff09\u8bad\u7ec3\u7684\u63a7\u5236\u5668\u8bc4\u4f30\u6bcf\u4e2a\u673a\u5668\u4eba\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u9009\u62e9\u4e0e\u53d8\u5f02<\/strong>\uff1a\u4fdd\u7559\u6bcf\u4ee3\u4e2d\u8868\u73b0\u6700\u4f73\u7684 50% \u673a\u5668\u4eba\uff0c\u5176\u4f59\u901a\u8fc7\u53d8\u5f02\u4ea7\u751f\u540e\u4ee3\uff0c\u786e\u4fdd\u8bbe\u8ba1\u591a\u6837\u6027\u3002<\/p>\n<\/li>\n<\/ol>\n<p><strong>\u6d4b\u8bd5\u4efb\u52a1\u591a\u6837\u6027<\/strong><\/p>\n<p>\u57fa\u51c6\u6d4b\u8bd5\u5305\u542b 12 \u79cd\u4e0d\u540c\u7684\u4efb\u52a1\u73af\u5883\uff0c\u6db5\u76d6\uff1a<\/p>\n<ul>\n<li>\n<p>\u8fd0\u52a8\u4efb\u52a1\uff08\u5982\u5e73\u5730\u884c\u8d70\u3001\u6865\u6881\u884c\u8d70\uff09<\/p>\n<\/li>\n<li>\n<p>\u7269\u4f53\u64cd\u4f5c\uff08\u5982\u63a8\u52a8\u3001\u643a\u5e26\uff09<\/p>\n<\/li>\n<li>\n<p>\u6500\u722c\u4e0e\u5e73\u8861\u4efb\u52a1<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ba5ec2f78ec45da922bd07e14f30e0de.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ba5ec2f78ec45da922bd07e14f30e0de.png\"><\/a><\/section>\n<p>\u4e0d\u540c\u7ed3\u6784\u7684\u673a\u5668\u4eba\u7684\u6027\u80fd\u5dee\u5f02\u793a\u610f\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-fefaebff744b69c313966f95bb5784ce.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-fefaebff744b69c313966f95bb5784ce.png\"><\/a><\/section>\n<p>\u95ee\u9898\u793a\u4f8b\uff1a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3f16179337feeb8f83593a69ad71312c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3f16179337feeb8f83593a69ad71312c.png\"><\/a><\/p>\n<p><strong>\u8bc4\u4f30\u6307\u6807<\/strong><\/p>\n<ol>\n<li>\n<p><strong>\u51c6\u786e\u7387<\/strong>\uff1a\u6a21\u578b\u751f\u6210\u4e0e\u9884\u671f\u7b54\u6848\u5339\u914d\u7684\u6bd4\u4f8b<\/p>\n<\/li>\n<li>\n<p><strong>\u4e00\u81f4\u6027<\/strong>\uff1a\u8861\u91cf LLM \u54cd\u5e94\u7684\u53ef\u91cd\u590d\u6027<\/p>\n<\/li>\n<li>\n<p><strong>\u96be\u5ea6\u52a0\u6743\u51c6\u786e\u7387 (DWA)<\/strong>\uff1a\u6839\u636e\u673a\u5668\u4eba\u4efb\u52a1\u6027\u80fd\u7684\u7ec6\u5fae\u5dee\u5f02\u91cf\u5316\u6a21\u578b\u7684\u5224\u522b\u80fd\u529b<\/p>\n<\/li>\n<\/ol>\n<p><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u5bf9\u56db\u79cd\u6700\u5148\u8fdb\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4e86\u6d4b\u8bd5\u8bc4\u4f30\uff1aGPT-o3-mini\u3001Gemini-2.0-flash\u3001Gemini-1.5-Pro \u548c Grok-2\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b200c5a8ea8bf6f6511b83de4899d3af.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b200c5a8ea8bf6f6511b83de4899d3af.png\"><\/a><\/section>\n<p>\u4e3b\u8981\u53d1\u73b0\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u6a21\u578b\u6027\u80fd\u5c42\u6b21<\/strong>\uff1aGemini-1.5-Pro \u5728\u7b80\u5355\u4efb\u52a1\uff0868.75%\uff09\u548c\u56f0\u96be\u4efb\u52a1\uff0862.48%\uff09\u4e2d\u5747\u8868\u73b0\u6700\u4f73\uff0c\u5176\u6b21\u662f Gemini-2.0-flash \u548c Grok-2\uff08\u51c6\u786e\u7387\u7ea6 66%\uff09\uff0c\u800c GPT-o3-mini \u8868\u73b0\u6700\u5f31\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4efb\u52a1\u96be\u5ea6\u654f\u611f\u6027<\/strong>\uff1a\u6240\u6709\u6a21\u578b\u5728\u66f4\u590d\u6742\u7684\u4efb\u52a1\u4e2d\u51c6\u786e\u7387\u5747\u6709\u4e0b\u964d\uff0c\u7279\u522b\u662f\u5f53\u9700\u8981\u533a\u5206\u7ec6\u5fae\u6027\u80fd\u5dee\u5f02\u7684\u8bbe\u8ba1\u65f6\u3002\u4f8b\u5982\uff0cGemini-1.5-Pro \u5728 Walker-v0 \u4efb\u52a1\u4e2d\uff0c\u7b80\u5355\u7ea7\u522b\u51c6\u786e\u7387\u4e3a 75.40%\uff0c\u56f0\u96be\u7ea7\u522b\u5219\u964d\u81f3 65.20%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6a21\u578b\u5728\u7279\u5b9a\u73af\u5883\u4e2d\u7684\u5f31\u70b9<\/strong>\uff1a\u5728\u8df3\u8dc3\u548c\u53cc\u5411\u884c\u8d70\u7b49\u4efb\u52a1\u4e2d\uff0c\u6240\u6709\u6a21\u578b\u5747\u8868\u73b0\u51fa\u660e\u663e\u5f31\u70b9\uff0c\u8fd9\u53ef\u80fd\u4e0e\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u7cbe\u786e\u65f6\u5e8f\u63a7\u5236\u6216\u5904\u7406\u53cc\u5411\u51b3\u7b56\u76f8\u5173\u3002<\/p>\n<\/li>\n<\/ol>\n<p><strong>\u6027\u80fd\u5206\u6790\uff1a\u5956\u52b1\u5dee\u5f02\u6c34\u5e73\u5206\u6790<\/strong><\/p>\n<p>\u4e3a\u8bc4\u4f30 LLM \u5728\u4e0d\u540c\u96be\u5ea6\u6c34\u5e73\u4e0b\u9009\u62e9\u66f4\u4f18\u8bbe\u8ba1\u7684\u80fd\u529b\uff0c\u7814\u7a76\u56e2\u961f\u91c7\u7528\u4e86\u96be\u5ea6\u52a0\u6743\u51c6\u786e\u7387 (DWA) \u6307\u6807\u3002\u8be5\u6307\u6807\u7279\u522b\u5173\u6ce8\u6a21\u578b\u5728\u533a\u5206\u7ec6\u5fae\u6027\u80fd\u5dee\u5f02\u8bbe\u8ba1\u65f6\u7684\u80fd\u529b\uff0c\u5bf9\u96be\u5ea6\u66f4\u9ad8\u7684\u95ee\u9898\uff08\u5956\u52b1\u5dee\u5f02\u66f4\u5c0f\uff09\u8d4b\u4e88\u66f4\u9ad8\u6743\u91cd\u3002<\/p>\n<p>\u4e0d\u540c LLM \u7684\u5168\u5c40 DWA \u6307\u6807\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b1488bf1ac56b9c84f97e8ccdbcb03d6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b1488bf1ac56b9c84f97e8ccdbcb03d6.png\"><\/a><\/section>\n<p>\u7814\u7a76\u7ed3\u679c\u663e\u793a\uff0cGemini-1.5-Pro \u5728\u5168\u7403\u5e73\u5747 DWA \u65b9\u9762\u8868\u73b0\u6700\u4f73\uff0c\u8fbe\u5230 63.72%\uff0c\u8fd9\u8868\u660e\u5b83\u5728 RoboCrafter-QA \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5177\u6709\u7565\u5fae\u4f18\u8d8a\u7684\u4f53\u73b0\u8bbe\u8ba1\u63a8\u7406\u80fd\u529b\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u8fd8\u53ef\u89c6\u5316\u4e86\u4e0d\u540c\u5956\u52b1\u5dee\u5f02\u6c34\u5e73\u4e0b\u7684\u9519\u8bef\u5206\u5e03\u60c5\u51b5\uff0c\u53d1\u73b0 LLM \u7684\u5927\u90e8\u5206\u9519\u8bef\u51fa\u73b0\u5728 0.8-1.0 \u7684\u9ad8\u96be\u5ea6\u533a\u95f4\uff0c\u8fd9\u8fdb\u4e00\u6b65\u7a81\u663e\u4e86\u5f53\u524d\u6a21\u578b\u5728\u8fdb\u884c\u7ec6\u7c92\u5ea6\u8bbe\u8ba1\u533a\u5206\u65b9\u9762\u7684\u5c40\u9650\u6027\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-72c36f6cdc0911f41c8c77836e7dd6b6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-72c36f6cdc0911f41c8c77836e7dd6b6.png\"><\/a><\/section>\n<p><strong>\u63d0\u793a\u8bbe\u8ba1\u6d88\u878d\u7814\u7a76<\/strong><\/p>\n<p>\u4e3a\u786e\u5b9a\u5f71\u54cd LLM \u505a\u51fa\u6b63\u786e\u9009\u62e9\u7684\u5173\u952e\u56e0\u7d20\uff0c\u7814\u7a76\u56e2\u961f\u9488\u5bf9\u63d0\u793a\u8bbe\u8ba1\u8fdb\u884c\u4e86\u6d88\u878d\u7814\u7a76\uff0c\u91cd\u70b9\u5173\u6ce8\u4efb\u52a1\u63cf\u8ff0\u548c\u9a71\u52a8\u5668\u63cf\u8ff0\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u5f71\u54cd\u3002\u7814\u7a76\u8fd8\u8fdb\u884c\u4e86\u4e00\u9879\u5b9e\u9a8c\uff0c\u4fee\u6539\u63d0\u793a\u6307\u4ee4\uff0c\u8981\u6c42 LLM \u9009\u62e9\u8868\u73b0\u8f83\u5dee\u7684\u8bbe\u8ba1\u800c\u975e\u8f83\u597d\u7684\u8bbe\u8ba1\uff0c\u4ee5\u8fdb\u4e00\u6b65\u5206\u6790 LLM \u51b3\u7b56\u8fc7\u7a0b\u7684\u7a33\u5065\u6027\u3002<\/p>\n<p>\u63d0\u793a\u8bbe\u8ba1\u6d88\u878d\u7814\u7a76\u7ed3\u679c\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-0a68970f313ece488040ebf3e61b45b8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-0a68970f313ece488040ebf3e61b45b8.png\"><\/a><\/section>\n<p>\u6d88\u878d\u7814\u7a76\u7ed3\u679c\u63ed\u793a\u4e86\u4efb\u52a1\u63cf\u8ff0\u548c\u9a71\u52a8\u5668\u63cf\u8ff0\u5728\u4fc3\u4f7f\u8bed\u8a00\u6a21\u578b\u9009\u62e9\u6700\u4f18\u8bbe\u8ba1\u4e2d\u7684\u5173\u952e\u4f5c\u7528\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u4efb\u52a1\u63cf\u8ff0\u7684\u91cd\u8981\u6027<\/strong>\uff1a\u6a21\u7cca\u4efb\u52a1\u63cf\u8ff0 (NoEnv) \u663e\u8457\u964d\u4f4e\u4e86\u6240\u6709\u6a21\u578b\u7684\u6027\u80fd\uff0c\u4f8b\u5982 GPT-o3-mini \u7684\u51c6\u786e\u7387\u4ece 55.34% \u964d\u81f3 52.08%\uff0cGemini-1.5-pro \u4ece 69.75% \u964d\u81f3 62.50%\uff0c\u8fd9\u5f3a\u8c03\u4e86\u4efb\u52a1\u63cf\u8ff0\u5728\u5f15\u5bfc LLM \u51b3\u7b56\u8fc7\u7a0b\u4e2d\u7684\u91cd\u8981\u6027\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u9a71\u52a8\u5668\u63cf\u8ff0\u7684\u5f71\u54cd\u6709\u9650<\/strong>\uff1a\u5ffd\u7565\u9a71\u52a8\u5668\u63cf\u8ff0 (NoAct) \u5bf9\u6027\u80fd\u5f71\u54cd\u8f83\u5c0f\uff0c\u6027\u80fd\u4fdd\u6301\u7a33\u5b9a\u6216\u7565\u6709\u53d8\u5316\u3002\u8fd9\u53ef\u80fd\u8868\u660e\u5728\u7f3a\u4e4f\u9a71\u52a8\u5668\u4fe1\u606f\u7684\u60c5\u51b5\u4e0b\uff0cLLM \u4f1a\u5047\u8bbe\u9a71\u52a8\u5668\u80fd\u591f\u6700\u5927\u5316\u8bbe\u8ba1\u7684\u5956\u52b1\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u9009\u62e9\u8f83\u5dee\u8bbe\u8ba1\u7684\u6311\u6218<\/strong>\uff1a\u5f53\u6307\u793a\u6a21\u578b\u9009\u62e9\u8f83\u5dee\u7684\u8bbe\u8ba1\u65f6\uff0c\u6a21\u578b\u8868\u73b0\u51fa\u6bd4\u5b8c\u6574\u4fe1\u606f\u63d0\u793a\u66f4\u4f4e\u7684\u51c6\u786e\u7387\uff08\u4f8b\u5982\uff0cGemini-2.0-flash \u4ece 66.62% \u964d\u81f3 58.45%\uff09\uff0c\u8fd9\u8868\u660e\u5b83\u4eec\u5728\u8bc6\u522b\u52a3\u8d28\u8bbe\u8ba1\u65b9\u9762\u4e0d\u592a\u64c5\u957f\uff0c\u53ef\u80fd\u662f\u7531\u4e8e\u8bad\u7ec3\u504f\u5411\u4e8e\u9009\u62e9\u66f4\u597d\u7684\u8bbe\u8ba1\u6240\u81f4\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u53d1\u73b0\u5f3a\u8c03\u4e86\u5728\u8bbe\u8ba1\u9009\u62e9\u4efb\u52a1\u4e2d\uff0c\u4e3a\u6700\u5927\u5316 LLM \u6027\u80fd\u63d0\u4f9b\u5168\u9762\u4efb\u52a1\u63cf\u8ff0\u7684\u5fc5\u8981\u6027\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u7814\u7a76\u4e5f\u8868\u660e\u5f53\u524d\u6a21\u578b\u5728\u7406\u89e3\u8bbe\u8ba1\u6743\u8861\u548c\u8fdb\u884c\u53cd\u76f4\u89c9\u9009\u62e9\uff08\u5982\u9009\u62e9\u8f83\u5dee\u8bbe\u8ba1\uff09\u65b9\u9762\u4ecd\u5b58\u5728\u5c40\u9650\u6027\uff0c\u8fd9\u53ef\u80fd\u9700\u8981\u901a\u8fc7\u66f4\u5177\u9488\u5bf9\u6027\u7684\u8bad\u7ec3\u6216\u63d0\u793a\u7b56\u7565\u6765\u89e3\u51b3\u3002<\/p>\n<p><strong>\u603b\u7ed3\u4e0e\u542f\u793a<\/strong><\/p>\n<p>\u901a\u8fc7\u5bf9\u5956\u52b1\u5dee\u5f02\u6c34\u5e73\u7684\u6027\u80fd\u5206\u6790\u548c\u63d0\u793a\u8bbe\u8ba1\u6d88\u878d\u7814\u7a76\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff1a<\/p>\n<ol>\n<li>\n<p>\u5f53\u524d\u6700\u5148\u8fdb\u7684 LLM \u5728\u533a\u5206\u660e\u663e\u4e0d\u540c\u7684\u8bbe\u8ba1\u65f6\u8868\u73b0\u826f\u597d\uff0c\u4f46\u5728\u5904\u7406\u7ec6\u5fae\u6027\u80fd\u5dee\u5f02\u65f6\u4ecd\u9762\u4e34\u6311\u6218\u3002<\/p>\n<\/li>\n<li>\n<p>\u63d0\u4f9b\u6e05\u6670\u3001\u5168\u9762\u7684\u4efb\u52a1\u63cf\u8ff0\u5bf9\u4e8e LLM \u505a\u51fa\u6b63\u786e\u8bbe\u8ba1\u9009\u62e9\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/li>\n<li>\n<p>\u6a21\u578b\u8868\u73b0\u51fa\u504f\u5411\u9009\u62e9\u66f4\u4f18\u8bbe\u8ba1\u7684\u8d8b\u52bf\uff0c\u8fd9\u4e0e\u5176\u9884\u8bad\u7ec3\u65b9\u5f0f\u53ef\u80fd\u6709\u5173\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u53d1\u73b0\u4e3a\u5229\u7528 LLM \u8fdb\u884c\u8f6f\u4f53\u673a\u5668\u4eba\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u91cd\u8981\u6307\u5bfc\uff0c\u540c\u65f6\u4e5f\u63ed\u793a\u4e86\u672a\u6765\u6539\u8fdb\u65b9\u5411\uff1a\u53ef\u80fd\u9700\u8981\u5f00\u53d1\u9488\u5bf9\u4f53\u73b0\u8bbe\u8ba1\u7684\u7279\u5b9a\u8bad\u7ec3\u7b56\u7565\uff0c\u6216\u6784\u5efa\u66f4\u590d\u6742\u7684\u63d0\u793a\u6846\u67b6\uff0c\u4ee5\u63d0\u9ad8\u6a21\u578b\u5728\u5904\u7406\u7ec6\u5fae\u8bbe\u8ba1\u6743\u8861\u65f6\u7684\u6027\u80fd\u3002<\/p>\n<p><strong>\u5b9e\u7528\u4ef7\u503c\uff1aLLM \u8f85\u52a9\u673a\u5668\u4eba\u8bbe\u8ba1\u521d\u59cb\u5316<\/strong><\/p>\n<p>\u9664\u4e86\u8bc4\u4f30\u6a21\u578b\u9009\u62e9\u80fd\u529b\u5916\uff0c\u7814\u7a76\u8fd8\u63a2\u7d22\u4e86 LLM \u5728\u8bbe\u8ba1\u521d\u59cb\u5316\u4e2d\u7684\u5e94\u7528\u3002\u901a\u8fc7\u63d0\u4f9b\u53c2\u8003\u73af\u5883\u4e2d\u7684\u9ad8\u5956\u52b1\u548c\u4f4e\u5956\u52b1\u8bbe\u8ba1\u5b9e\u4f8b\uff0c\u7814\u7a76\u6d4b\u8bd5\u4e86 LLM \u662f\u5426\u80fd\u4e3a\u65b0\u73af\u5883\u751f\u6210\u53ef\u884c\u7684\u521d\u59cb\u8bbe\u8ba1\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7554aa75165ef90f5338157fc0e13eb4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7554aa75165ef90f5338157fc0e13eb4.png\"><\/a><\/section>\n<p>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff1a<\/p>\n<ul>\n<li>\n<p>\u5177\u6709\u53c2\u8003\u77e5\u8bc6\u7684 LLM \u751f\u6210\u7684\u8bbe\u8ba1\u5168\u90e8\u6709\u6548\uff0c\u5e73\u5747\u5956\u52b1\u503c\u8fbe 0.115\uff0c\u65b9\u5dee\u4ec5\u4e3a 0.035\u3002<\/p>\n<\/li>\n<li>\n<p>\u65e0\u53c2\u8003\u77e5\u8bc6\u7684\u8bbe\u8ba1\u4e2d\u4ec5 38% \u6709\u6548\uff0c\u5e73\u5747\u5956\u52b1\u4e3a &#8211; 0.607\u3002<\/p>\n<\/li>\n<li>\n<p>\u968f\u673a\u57fa\u7ebf\u867d\u7136\u4ea7\u751f\u4e86 100% 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