{"id":27102,"date":"2025-02-27T23:09:06","date_gmt":"2025-02-27T15:09:06","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=27102"},"modified":"2025-02-27T23:09:06","modified_gmt":"2025-02-27T15:09:06","slug":"xiangmujidaimashengcheng","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/xiangmujidaimashengcheng\/","title":{"rendered":"\u9879\u76ee\u7ea7\u4ee3\u7801\u751f\u6210\u7ed3\u679c\u51fa\u7089\uff01o3\/Claude3.7\u9886\u8dd1\uff0cR1\u8dfb\u8eab\u7b2c\u4e00\u68af\u961f"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/5da2d5bf32f207a.png\" \/><\/p>\n<p>2025\u5e742\u670826\u65e5\uff0cSuperCLUE\u53d1\u5e03\u9879\u76ee\u7ea7\u4ee3\u7801\u751f\u6210\uff08SuperCLUE-Project\uff09\u6d4b\u8bc4\u57fa\u51c6\u9996\u671f\u699c\u5355\u3002<\/p>\n<p>\u6d4b\u8bc4\u65b9\u6848\u89c1\uff1a\u9879\u76ee\u7ea7\u4ee3\u7801\u751f\u6210\u6d4b\u8bc4\u57fa\u51c6\u53d1\u5e03\u3002\u672c\u6b21\u6d4b\u8bc4\u57fa\u4e8e\u5927\u6a21\u578b\u201c\u88c1\u5224\u56e2\u201d\u7684\u5408\u4f5c\uff0c\u5168\u65b9\u4f4d\u8bc4\u4ef7\u4e86\u56fd\u5185\u591612\u4e2a\u5927\u6a21\u578b\u5728\u9879\u76ee\u7ea7\u4ee3\u7801\u751f\u6210\u4efb\u52a1\u4e0a\u7684\u80fd\u529b\uff0c\u4efb\u52a1\u6db5\u76d6\u5305\u62ec\u4e86\u6e38\u620f\u5f00\u53d1\u3001\u5de5\u5177\u548c\u7ba1\u7406\u7cfb\u7edf\u7b495\u5927\u7c7b\u5e94\u7528\u573a\u666f\u3002\u4ee5\u4e0b\u4e3a\u8be6\u7ec6\u6d4b\u8bc4\u62a5\u544a\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u9879\u76ee\u7ea7\u4ee3\u7801\u6d4b\u8bc4\u6458\u8981<\/h3>\n<p><strong><strong><strong>\u6458\u89811\uff1ao3-mini-high\u4e0eClaude-3.7-Sonnet-Reasoning\u5904\u4e8e\u9886\u8dd1\u5730\u4f4d<\/strong><\/strong><\/strong><\/p>\n<p>\u672c\u6b21\u6d4b\u8bc4\u4e2d\uff0cOpenAI\u53d1\u5e03\u7684o3-mini-high\u53d6\u5f97\u7efc\u5408\u6210\u7ee982.08\u5206\uff0cAnthropic\u516c\u53f8\u6700\u65b0\u53d1\u5e03\u7684\u63a8\u7406\u6a21\u578bClaude-3.7-Sonnet-Reasoning\u7684\u7efc\u5408\u6210\u7ee9\u8fbe\u523081.63\u5206\uff0c\u4e8c\u8005\u643a\u624b\u9886\u8dd1\u699c\u5355\u3002<\/p>\n<p><strong>\u6458\u89812\uff1aDeepSeek-R1\u9886\u8dd1\u56fd\u5185\u6a21\u578b\uff0c\u8dfb\u8eab\u4e1a\u754c\u7b2c\u4e00\u68af\u961f<\/strong><\/p>\n<p>\u4ece\u6d4b\u8bc4\u7ed3\u679c\u770b\uff0cDeepSeek-R1\u4e0eo3-mini-high\u3001Claude-3.5-Sonnet\/3.7-Sonnet-Reasoning\u3001Gemini-2.0-pro\u7b49\u4e1a\u754c\u524d\u6cbf\u6a21\u578b\u5f97\u5206\u5dee\u8ddd\u6781\u5c0f\uff0c\u751a\u81f3\u5728\u90e8\u5206\u5e94\u7528\u573a\u666f\u4e0b\u53d6\u5f97\u4e86\u4e00\u5b9a\u7684\u9886\u5148\u5730\u4f4d\u3002<\/p>\n<p><strong>\u6458\u89813\uff1a\u5404\u6709\u6240\u957f\u3002R1\u64c5\u957f\u6e38\u620f\u5f00\u53d1\uff0co3\/\u9636\u8dc3Step R\u64c5\u957f\u591a\u5a92\u4f53\u7f16\u8f91\uff0c\u591a\u5bb6\u64c5\u957f\u7f51\u7edc\u5e94\u7528<\/strong><\/p>\n<p>\u672c\u6b21\u53c2\u8bc4\u768412\u4e2a\u6a21\u578b\uff0c\u5747\u5448\u73b0\u51fa\u5728\u4e0d\u540c\u5e94\u7528\u573a\u666f\u4e0b\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u5982DeepSeek-R1\u5728\u201c\u6e38\u620f\u5f00\u53d1\u201d\u9886\u57df\u8868\u73b0\u7a81\u51fa\uff0cClaude-3.5-Sonnet\u3001\u8c46\u53051.5pro\u548c\u901a\u4e49\u5343\u95eeMax\u66f4\u52a0\u64c5\u957f\u201c\u7f51\u7edc\u5e94\u7528\u201d\u8bbe\u8ba1\uff0c\u9636\u8dc3\u661f\u8fb0Step R-mini\u5728\u201c\u591a\u5a92\u4f53\u7f16\u8f91\u201d\u5de5\u5177\u5f00\u53d1\u4e2d\u6709\u72ec\u7279\u4f18\u52bf\u7b49\u3002<\/p>\n<p>\u6458\u89814\uff1a\u4e0d\u540c\u6a21\u578b\u5728\u65b9\u6cd5\u9009\u62e9\u3001\u754c\u9762\u98ce\u683c\u4e0a\u5dee\u5f02\u660e\u663e<\/p>\n<p>\u5bf9\u6bd4\u6a21\u578b\u7b54\u6848\u53d1\u73b0\uff0c\u9762\u5bf9\u76f8\u540c\u7528\u6237\u9700\u6c42\uff0c\u4e0d\u540c\u6a21\u578b\u9009\u62e9\u7684\u7f16\u7a0b\u8bed\u8a00\u3001\u8c03\u7528\u7684\u5e93\/\u6a21\u5757\u5927\u76f8\u5f84\u5ead\uff0c\u5bf9\u754c\u9762\u7f8e\u89c2\u5ea6\u7684\u91cd\u89c6\u7a0b\u5ea6\u4e5f\u6709\u663e\u8457\u5dee\u5f02\uff0c\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53cd\u6620\u4e86\u6a21\u578b\u7684\u80fd\u529b\u3001\u504f\u597d\u3001\u7406\u5ff5\u7b49\u5dee\u5f02\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u699c\u5355\u6982\u89c8<\/strong> <img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/2b38668cc1c17c7.png\" width=\"855\" height=\"1436\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>SuperCLUE-Project\u6d4b\u8bc4\u4f53\u7cfb<\/h2>\n<p>SuperCLUE-Project\u662f\u4e2d\u6587\u539f\u751f\u9879\u76ee\u7ea7\u4ee3\u7801\u6d4b\u8bc4\u57fa\u51c6\uff0c\u65e8\u5728\u8003\u5bdf\u5927\u6a21\u578b\u5c06\u7528\u6237\u7684\u9879\u76ee\u7ea7\u9700\u6c42\u8f6c\u53d8\u6210\u4ee3\u7801\u5b9e\u73b0\u7684\u80fd\u529b\u3002 <img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/0b5c743977426da.png\" width=\"607\" height=\"690\" \/><\/p>\n<p>SuperCLUE-Project\u56f4\u7ed5\u975e\u7a0b\u5e8f\u5458\u7528\u6237\u7fa4\u4f53\u7684\u5b9e\u9645\u9700\u6c42\uff0c\u6db5\u76d65\u4e2a\u4e00\u7ea7\u7ef4\u5ea6\u300118\u4e2a\u4e8c\u7ea7\u7ef4\u5ea6\uff0c\u4ee5\u4e2d\u6587\u81ea\u7136\u8bed\u8a00\u6784\u5efa\u9898\u76ee\u96c6\u3002\u9274\u4e8e\u975e\u7a0b\u5e8f\u5458\u7fa4\u4f53\u7279\u70b9\uff0c\u6211\u4eec\u5728\u9898\u76ee\u8bbe\u8ba1\u4e2d\u4ec5\u5f3a\u8c03\u529f\u80fd\u5c42\u9762\u7684\u9700\u6c42\u63cf\u8ff0\uff0c\u800c\u5c06\u6548\u7387\u3001\u5b89\u5168\u3001\u53ef\u8bfb\u6027\u7b49\u6307\u6807\u4f5c\u4e3a\u5927\u6a21\u578b\u9009\u624b\u7684\u72ec\u7acb\u80fd\u529b\uff0c\u7f6e\u4e8e\u6d4b\u8bc4\u73af\u8282\u52a0\u4ee5\u8bc4\u4f30\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u57fa\u51c6\u8fd8\u8bbe\u7f6e\u4e86\u7b80\u5355&#8211;\u4e2d\u7b49&#8211;\u590d\u6742\u4e09\u7ea7\u96be\u5ea6\uff0c\u9488\u5bf9\u540c\u4e00\u9898\u76ee\u96c6\u8fdb\u884c\u6574\u4f53\u6269\u5c55\uff0c\u4e3a\u6a21\u578b\u7684\u9879\u76ee\u7ea7\u4ee3\u7801\u5b9e\u73b0\u80fd\u529b\u63d0\u4f9b\u66f4\u6df1\u7684\u6d1e\u89c1\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u6d4b\u8bc4\u65b9\u6cd5<\/h2>\n<p>\u53c2\u8003SuperCLUE\u7ec6\u7c92\u5ea6\u8bc4\u4f30\u65b9\u5f0f\uff0c\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b\u8fdb\u884c\u6d4b\u8bc4\uff1a<\/p>\n<p><strong>1) \u6d4b\u8bc4\u96c6\u6784\u5efa<\/strong><\/p>\n<p>1.\u5173\u6ce8\u5927\u6a21\u578b\u8f85\u52a9\u7684\u4f4e\u4ee3\u7801\/\u96f6\u4ee3\u7801\u5f00\u53d1\u9886\u57df\u52a8\u6001\uff0c\u6536\u96c6\u6574\u7406\u975e\u7a0b\u5e8f\u5458\u7fa4\u4f53\u4ee3\u7801\u9879\u76ee\u9700\u6c42<\/p>\n<p>2.\u7f16\u5199\u7b80\u5355\u96be\u5ea6\u7684\u9879\u76ee\u7ea7\u4ee3\u7801\u6d4b\u8bc4\u96c6<\/p>\n<p>3.\u63a7\u5236\u683c\u5f0f\u548c\u5b57\u6570\u8303\u56f4\uff0c\u5c06\u6d4b\u8bc4\u96c6\u6269\u5c55\u81f3\u4e2d\u7b49\/\u590d\u6742\u96be\u5ea6<\/p>\n<p>4.\u6d4b\u8bd5\u548c\u4eba\u5de5\u6821\u9a8c<\/p>\n<p><strong>2) \u8bc4\u5206\u8fc7\u7a0b<\/strong><\/p>\n<p>1.\u7f16\u5199\u8bc4\u4ef7\u89c4\u5219prompt&#8212;&gt;<\/p>\n<p>2.\u5c0f\u8303\u56f4\u6d4b\u8bd5\uff0c\u4eba\u5de5\u68c0\u9a8c\u88c1\u5224\u6a21\u578b\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u7684\u8bc4\u4ef7\u4e00\u81f4\u6027&#8212;&gt;<\/p>\n<p>3.\u6839\u636e\u4e00\u81f4\u6027\u53cd\u9988\uff0c\u53cd\u590d\u8c03\u4f18\u8bc4\u4ef7\u89c4\u5219&#8212;&gt;<\/p>\n<p>4.\u5c06\u5f85\u6d4b\u6a21\u578b\u56de\u7b54\u548c\u8bc4\u4ef7\u89c4\u5219\u5b8c\u6574\u4f20\u5165\u4e24\u4e2a\u88c1\u5224\u6a21\u578b\uff0c\u5206\u522b\u63a5\u6536\u5b8c\u6574\u8bc4\u4ef7&#8212;&gt;<\/p>\n<p>5.\u8ba1\u7b97\u4e24\u4e2a\u88c1\u5224\u6a21\u578b\u5728\u5404\u7ef4\u5ea6\u7684\u8bc4\u5206\u5747\u503c\u4f5c\u4e3a\u6700\u7ec8\u7ed3\u679c<\/p>\n<p><strong>3) \u4eba\u7c7b\u4e00\u81f4\u6027\u5206\u6790<\/strong><\/p>\n<p>\u5bf9\u6d4b\u8bc4\u96c6\u8fdb\u884c\u5206\u5c42\u62bd\u6837\uff0c\u901a\u8fc7\u8ba1\u7b97\u7ec4\u5185\u76f8\u5173\u7cfb\u6570\u68c0\u9a8c\u88c1\u5224\u6a21\u578b\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u7684\u8bc4\u4ef7\u4e00\u81f4\u6027\uff0c\u5e76\u62a5\u544a\u8be5\u8868\u73b0\u3002<\/p>\n<p>\u76f8\u8f83\u4e8e\u4ee5\u5f80\u7684\u57fa\u51c6\uff0cSuperCLUE-Project\u5728\u5b9e\u65bd\u6d4b\u8bc4\u7684\u8fc7\u7a0b\u4e2d\u9996\u6b21\u5f15\u5165\u56fd\u5185\u3001\u56fd\u5916\u4e24\u4e2a\u6a21\u578b\uff08Gemini-2.0-flash\u548cQwen-Max\uff09\u540c\u65f6\u4f5c\u4e3a\u88c1\u5224\u5458\uff0c\u901a\u8fc7\u201c\u88c1\u5224\u56e2\u201d\u7684\u5408\u4f5c\uff0c\u8fdb\u4e00\u6b65\u51cf\u5c11\u4e86\u5927\u6a21\u578b\u7684\u504f\u5dee (bias) \u548c\u504f\u597d (preference) \u95ee\u9898\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4e3a\u9a8c\u8bc1\u88c1\u5224\u6a21\u578b\u7684\u53ef\u9760\u6027\uff0cSuperCLUE-Project\u9996\u6b21\u5f15\u5165\u7ec4\u5185\u76f8\u5173\u7cfb\u6570 (Intra-class Correlation Coefficient, ICC)\uff0c\u901a\u8fc7\u8ba1\u7b97\u4eba\u7c7b\u4e13\u5bb6\u3001Qwen-Max\u548cGemini-2.0-flash\u4e09\u8005\u8bc4\u5206\u7684\u53cc\u5411\u6df7\u5408\u6548\u5e94 (ICC(3,k)) \u6307\u6570\uff0c\u9a8c\u8bc1\u4e86\u88c1\u5224\u6a21\u578b\u4e0e\u4eba\u7c7b\u8bc4\u4ef7\u5177\u6709\u5f3a\u4e00\u81f4\u6027\u3002\u76f8\u6bd4\u8fc7\u53bb\u7684\u767e\u5206\u6bd4\u53ef\u9760\u6027\uff0c\u8be5\u65b9\u6cd5\u6709\u6548\u514b\u670d\u4e86\u968f\u673a\u8bef\u5dee\u5e26\u6765\u7684\u6ce2\u52a8\u5f71\u54cd\u3002<\/p>\n<p>\uff08*\u6ce8\uff1a\u7ec4\u5185\u76f8\u5173\u7cfb\u6570(ICC)\u662f\u8861\u91cf\u548c\u8bc4\u4ef7\u89c2\u5bdf\u8005\u95f4\u4fe1\u5ea6(inter-observer reliability)\u548c\u590d\u6d4b\u4fe1\u5ea6(test-retest reliability)\u7684\u4fe1\u5ea6\u7cfb\u6570\u6307\u6807\u4e4b\u4e00\uff0c\u6700\u65e9\u7531Bartko\u4e8e1966\u5e74\u7528\u4e8e\u6d4b\u91cf\u548c\u8bc4\u4ef7\u4fe1\u5ea6\u7684\u5927\u5c0f\u3002ICC\u7b49\u4e8e\u4e2a\u4f53\u7684\u53d8\u5f02\u5ea6\u9664\u4ee5\u603b\u7684\u53d8\u5f02\u5ea6\u3002\u5728\u672c\u5b9e\u9a8c\u4e2d\uff0c\u7531\u4e8e\u6211\u4eec\u4ec5\u9700\u8003\u8651\u9009\u5b9a\u7684\u88c1\u5224\u6a21\u578b\u548c\u4eba\u7c7b\u4e13\u5bb6\u7684\u8bc4\u4ef7\u4e00\u81f4\u6027\uff0c\u65e0\u9700\u6269\u5c55\u5230\u5176\u4ed6\u8bc4\u5206\u8005\uff0c\u6545\u9009\u62e9\u53cc\u5411\u6df7\u5408\u6548\u5e94\u6307\u6570\u4f5c\u4e3a\u4e00\u81f4\u6027\u6307\u6807\u3002\uff09<\/p>\n<p>&nbsp;<\/p>\n<h2>\u8bc4\u4f30\u6807\u51c6<\/h2>\n<ul>\n<li>\u529f\u80fd\u5b8c\u6574\u6027 (60%)\uff1a\u786e\u4fdd\u4ee3\u7801\u5b8c\u5168\u5b9e\u73b0\u7528\u6237\u6307\u4ee4\u4e2d\u63cf\u8ff0\u7684\u6240\u6709\u529f\u80fd\u3002<\/li>\n<li>\u4ee3\u7801\u8d28\u91cf (28%)\uff1a\u8bc4\u4f30\u4ee3\u7801\u5728\u6548\u7387\u3001\u53ef\u8bfb\u6027\u548c\u5b89\u5168\u6027\u65b9\u9762\u7684\u8868\u73b0\u3002\u5177\u4f53\u5305\u62ec\uff1a<\/li>\n<\/ul>\n<p>a.\u6548\u7387 (12%)\uff1a\u4ee3\u7801\u5728\u8d44\u6e90\u5360\u7528\u3001DOM\u64cd\u4f5c\u3001\u6570\u636e\u5e93\/\u5927\u6570\u636e\u96c6\u5904\u7406\u3001\u8ba1\u7b97\u6216API\u8c03\u7528\u7b49\u65b9\u9762\u662f\u5426\u8db3\u591f\u4f18\u5316\u3002<\/p>\n<p>b.\u53ef\u8bfb\u6027 (8%)\uff1a\u4ee3\u7801\u662f\u5426\u5b9e\u73b0\u4e86 (1) \u91c7\u7528\u6e05\u6670\u7684\u547d\u540d\u548c\u4e00\u81f4\u7684\u683c\u5f0f\uff1b(2) \u5408\u7406\u5730\u5c06\u4ee3\u7801\u5e93\u5212\u5206\u4e3a\u6a21\u5757\uff1b(3) \u4fdd\u6301\u6e05\u6670\u7684\u9879\u76ee\u7ed3\u6784\u3002<\/p>\n<p>c.\u5b89\u5168\u6027 (8%)\uff1a\u4ee3\u7801\u662f\u5426 (1) \u65e0\u660e\u663e\u7684\u5b89\u5168\u6f0f\u6d1e\uff1b(2) \u80fd\u591f\u6709\u6548\u5904\u7406\u57fa\u672c\u5f02\u5e38\u3002<\/p>\n<ul>\n<li>\u7528\u6237\u4f53\u9a8c (12%)\uff1a\u8bc4\u4f30\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u548c\u7f8e\u5b66\u8d28\u91cf\uff0c\u5305\u62ec\u4ea4\u4e92\u5143\u7d20\uff08\u4f8b\u5982\u6309\u94ae\u3001\u8868\u5355\uff09\u7684\u6b63\u5e38\u8fd0\u884c\uff0c\u4ee5\u53ca\u6574\u4f53\u754c\u9762\u7684\u57fa\u672c\u7f8e\u89c2\u3002<\/li>\n<\/ul>\n<p>\u76f8\u8f83\u4e8e\u8fc7\u53bb\u7684\u8bc4\u4ef7\u6807\u51c6\u8bbe\u8ba1\uff0cSuperCLUE-Project\u6539\u53d8\u4e86\u76f8\u5bf9\u5747\u8861\u7684\u8bc4\u5206\u673a\u5236\uff0c\u663e\u8457\u7a81\u51fa\u4e86\u529f\u80fd\u5b9e\u73b0\u65b9\u9762\u7684\u8bc4\u5206\u6743\u91cd\uff0c\u800c\u8fd9\u4e5f\u662f\u666e\u901a\u7528\u6237\u6700\u5173\u6ce8\u7684\u80fd\u529b\u3002<\/p>\n<p>\u6b64\u5916\uff0cSuperCLUE-Project\u7684\u8bc4\u4ef7\u6807\u51c6\u4e2d\u660e\u786e\u4e86\u6263\u5206\u5236\u7684\u6253\u5206\u6a21\u5f0f\uff0c\u5373\u5728\u9ed8\u8ba4\u6ee1\u5206\u7684\u57fa\u7840\u4e0a\uff0c\u57fa\u4e8e\u9898\u76ee\u548c\u5bf9\u5e94\u4ee3\u7801\u5b9e\u73b0\u7684\u6bd4\u8f83\uff0c\u6263\u9664\u672a\u80fd\u6ee1\u8db3\u9898\u76ee\u8981\u6c42\u7684\u90e8\u5206\u5206\u6570\u3002\u5bf9\u4e8e\u6b64\u7c7b\u9010\u9898\u5355\u72ec\u8bc4\u4ef7\u7684\u65b9\u6cd5\uff0c\u6263\u5206\u5236\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5f25\u8865\u4e86\u5927\u6a21\u578b\u88c1\u5224\u5bf9\u591a\u9879\u56de\u7b54\u76f8\u5bf9\u8d28\u91cf\u8003\u5bdf\u7684\u4e0d\u8db3\uff0c\u51cf\u8f7b\u4e86\u5927\u6a21\u578b\u8bc4\u4ef7\u7684<strong>\u968f\u673a\u6027\u95ee\u9898<\/strong>\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u53c2\u8bc4\u6a21\u578b<\/h2>\n<p>\u4e3a\u7efc\u5408\u8861\u91cf\u5f53\u524d\u6d77\u5185\u5916\u5927\u6a21\u578b\u89e3\u51b3\u9879\u76ee\u7ea7\u4ee3\u7801\u9700\u6c42\u7684\u80fd\u529b\u6c34\u5e73\uff0c\u672c\u671f\u6d4b\u8bc4\u9009\u53d6\u4e86\u4ee3\u8868\u6027\u8f83\u9ad8\u76847\u4e2a\u56fd\u5185\u6a21\u578b\u548c5\u4e2a\u6d77\u5916\u6a21\u578b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/5b2480d40d0f083.png\" width=\"721\" height=\"1038\" \/><\/p>\n<h2>\u6d4b\u8bc4\u7ed3\u679c<\/h2>\n<h3>\u603b\u699c\u5355<\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/f2ddf6a8079f013.png\" width=\"762\" height=\"1280\" \/><\/h2>\n<p>&nbsp;<\/p>\n<h3>\u5e94\u7528\u573a\u666f\u699c\u5355 <img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/6899670b4f5eaca.png\" width=\"745\" height=\"1112\" \/><\/h3>\n<h3><strong><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/eda87d44930ccb8.png\" width=\"700\" height=\"688\" \/> <\/strong><strong><br \/>\n<\/strong><strong> <img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/34acc0d3d3b8c36.png\" width=\"789\" height=\"677\" \/> <\/strong><\/h3>\n<h2>\u8bc4\u6d4b\u4e0e\u4eba\u7c7b\u4e00\u81f4\u6027\u5206\u6790<\/h2>\n<p>\u4e3a\u79d1\u5b66\u8bc4\u4ef7SuperCLUE-Project\u57fa\u51c6\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u7684\u4e00\u81f4\u6027\uff0c\u6211\u4eec\u4ece\u6d4b\u8bc4\u7ed3\u679c\u4e2d\u6311\u9009\u7efc\u5408\u8868\u73b0\u8f83\u597d\u3001\u4e00\u822c\u548c\u8f83\u5dee\u7684\u4e09\u4e2a\u6a21\u578b\uff0c\u5206\u5c42\u62bd\u53d633\u4e2a\u95ee\u9898-\u56de\u7b54\u5bf9\uff0c\u8fdb\u884c\u4eba\u5de5\u72ec\u7acb\u8bc4\u5206\u548c\u4e24\u4e2a\u88c1\u5224\u6a21\u578b\u9010\u9898\u8bc4\u5206\uff0c\u5e76\u6c47\u62a5\u4e09\u8005\u603b\u8bc4\u5206\u7684\u767e\u5206\u6bd4\u4e00\u81f4\u6027\u3001\u7ec4\u5185\u76f8\u5173\u7cfb\u6570\uff0c\u79d1\u5b66\u5730\u8003\u5bdf\u5927\u6a21\u578b\u201c\u88c1\u5224\u56e2\u201d\u8bc4\u5206\u7684\u4e13\u4e1a\u6027\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/99b564c44298c9e.png\" \/><\/p>\n<p>\u6ce8\uff1a\u901a\u5e38\u8ba4\u4e3aICC-3k\u503c\u8fbe\u52300.75\u4ee5\u4e0a\uff0c\u5373\u8868\u660e\u8bc4\u5206\u8005\u95f4\u7684\u4e00\u81f4\u6027\u8f83\u9ad8\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u6d4b\u8bc4\u6848\u4f8b<\/h2>\n<h3>\u793a\u4f8b1 \u6e38\u620f\u5f00\u53d1 (\u76ca\u667a\u7c7b, \u56f0\u96be)<\/h3>\n<p><strong>Prompt\uff1a<\/strong>\u7f16\u5199\u4ee3\u7801\u5b9e\u73b0\u4e00\u4e2a\u8fde\u8fde\u770b\u6e38\u620f\uff0c\u968f\u673a\u51fa\u73b0\u591a\u79cd\u989c\u8272\u7684\u3001\u7d27\u5bc6\u6392\u5217\u7684m*n\u4e2a\u5c0f\u65b9\u5757 (m, n\u7531\u7528\u6237\u5f00\u59cb\u6e38\u620f\u524d\u6307\u5b9a\uff0c\u5747\u4e3a\u5927\u4e8e5\u7684\u6574\u6570) \uff0c\u7528\u6237\u70b9\u51fb\u4e24\u4e2a\u65b9\u5757\uff0c\u5982\u679c\u989c\u8272\u76f8\u540c\u4e14\u76f8\u8fde\u63a5\u8def\u5f84\uff08\u4ec5\u5141\u8bb8\u6c34\u5e73\u548c\u5782\u76f4\u4e24\u4e2a\u65b9\u5411\uff09\u4e0d\u591a\u4e8e\u4e24\u6b21\u8f6c\u5f2f\uff0c\u5219\u6d88\u9664\u4e24\u65b9\u5757\uff1b\u5982\u679c\u4e0d\u6ee1\u8db3\u6d88\u9664\u89c4\u5219\uff0c\u5219\u70b9\u51fb\u7684\u4e24\u4e2a\u65b9\u5757\u95ea\u70c1\u4e09\u4e0b\u3002\u73a9\u5bb6\u6709\u4e09\u6b21\u673a\u4f1a\u53ef\u4ee5\u6253\u4e71\u73b0\u6709\u65b9\u5757\u7684\u6392\u5217\u3002\u5982\u679c\u7528\u6237\u57283\u79d2\u5185\u8fde\u7eed\u6210\u529f\u6d88\u9664\u4e24\u6b21\uff0c\u5219\u5728\u5c4f\u5e55\u4e0a\u663e\u793a&#8221;Combo!&#8221;\u3002<\/p>\n<p><strong>\u5927\u6a21\u578b\u88c1\u52241 (Gemini-2.0-flash)\uff1a <\/strong><\/p>\n<pre><strong>\u7528\u6237\u6307\u4ee4\u4e2d\u5305\u542b\u7684\u9700\u6c42 (\u57fa\u4e8e\u72ec\u7acb\u5206\u6790)<\/strong>\r\n\r\n<strong>1.\u521b\u5efa\u6e38\u620f\u754c\u9762<\/strong>:\u00a0\u521b\u5efa\u4e00\u4e2am*n\u7684\u65b9\u5757\u7f51\u683c\uff0cm\u548cn\u7531\u7528\u6237\u6307\u5b9a\uff08\u5927\u4e8e5\u7684\u6574\u6570\uff09\u3002\r\n\r\n<strong>2.\u65b9\u5757\u989c\u8272\u968f\u673a\u5316<\/strong>:\u00a0\u968f\u673a\u751f\u6210\u591a\u79cd\u989c\u8272\u7684\u65b9\u5757\uff0c\u5e76\u786e\u4fdd\u6bcf\u79cd\u989c\u8272\u51fa\u73b0\u5076\u6570\u6b21\uff0c\u4ee5\u4fbf\u53ef\u4ee5\u4e24\u4e24\u6d88\u9664\u3002\r\n\r\n<strong>3.\u6d88\u9664\u89c4\u5219<\/strong>:\u00a0\u5f53\u7528\u6237\u70b9\u51fb\u4e24\u4e2a\u989c\u8272\u76f8\u540c\u7684\u65b9\u5757\uff0c\u4e14\u5b83\u4eec\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u4e0d\u591a\u4e8e\u4e24\u6b21\u8f6c\u5f2f\u7684\u8def\u5f84\u8fde\u63a5\u65f6\uff0c\u6d88\u9664\u8fd9\u4e24\u4e2a\u65b9\u5757\u3002\r\n\r\n<strong>4.\u9519\u8bef\u63d0\u793a<\/strong>:\u00a0\u5982\u679c\u7528\u6237\u70b9\u51fb\u7684\u4e24\u4e2a\u65b9\u5757\u4e0d\u6ee1\u8db3\u6d88\u9664\u89c4\u5219\uff0c\u5219\u70b9\u51fb\u7684\u65b9\u5757\u95ea\u70c1\u4e09\u6b21\u3002\r\n\r\n<strong>5.\u6253\u4e71\u529f\u80fd<\/strong>:\u00a0\u5141\u8bb8\u73a9\u5bb6\u6253\u4e71\u65b9\u5757\u6392\u5217\uff0c\u603b\u5171\u6709\u4e09\u6b21\u673a\u4f1a\u3002\r\n\r\n<strong>6.\u8fde\u51fb\u5956\u52b1<\/strong>:\u00a0\u5982\u679c\u7528\u6237\u57283\u79d2\u5185\u8fde\u7eed\u6210\u529f\u6d88\u9664\u4e24\u6b21\uff0c\u5219\u663e\u793a \"Combo!\"\u3002\r\n\r\n\u5bf9\u4ee3\u7801\u7f3a\u9677\u7684\u603b\u4f53\u70b9\u8bc4\r\n\r\n\u8be5\u4ee3\u7801\u5b9e\u73b0\u4e86\u4e00\u4e2a\u57fa\u672c\u7684\u8fde\u8fde\u770b\u6e38\u620f\uff0c\u5b9e\u73b0\u4e86\u65b9\u5757\u7684\u968f\u673a\u751f\u6210\u3001\u6d88\u9664\u89c4\u5219\u3001\u9519\u8bef\u63d0\u793a\u3001\u6253\u4e71\u529f\u80fd\u548c\u8fde\u51fb\u5956\u52b1\u3002\u4f46\u662f\uff0c\u4ee3\u7801\u5728\u7528\u6237\u4f53\u9a8c\u548c\u6548\u7387\u65b9\u9762\u5b58\u5728\u4e00\u4e9b\u4e0d\u8db3\u3002\u4f8b\u5982\uff0c\u65b9\u5757\u95ea\u70c1\u6548\u679c\u4e0d\u591f\u6d41\u7545\uff0c\u6d88\u9664\u65b9\u5757\u540e\u7684\u754c\u9762\u66f4\u65b0\u4e0d\u591f\u53ca\u65f6\u3002\r\n\r\n\u5404\u9879\u6807\u51c6\u7684\u8bc4\u5206\r\n\r\n-- \u529f\u80fd\u5b8c\u6574\u6027\uff1a[[15]] \u5206\r\n\r\n\uff08\u5b9e\u73b0\u4e86\u6240\u6709\u529f\u80fd\uff0c\u5305\u62ec\u968f\u673a\u751f\u6210\u65b9\u5757\u3001\u6d88\u9664\u89c4\u5219\u3001\u6253\u4e71\u529f\u80fd\u548c\u8fde\u51fb\u5956\u52b1\u3002\u6240\u6709\u6838\u5fc3\u529f\u80fd\u5747\u5df2\u5b9e\u73b0\uff0c\u56e0\u6b64\u4e0d\u6263\u5206\u3002\uff09\r\n\r\n-- \u4ee3\u7801\u8d28\u91cf\uff1a[[5]] \u5206\uff0c\u5176\u4e2d\uff1a\r\n\r\n\u6548\u7387\uff1a[[2]] \u5206\r\n\r\n\uff08\u4ee3\u7801\u5728\u751f\u6210\u68cb\u76d8\u65f6\uff0c\u5148\u521b\u5efa\u4e86\u4e00\u4e2a\u5305\u542b\u6240\u6709\u989c\u8272\u7684\u5217\u8868\uff0c\u7136\u540e\u8fdb\u884c\u968f\u673a\u6253\u4e71\u3002\u8fd9\u79cd\u505a\u6cd5\u5728m\u548cn\u8f83\u5927\u65f6\uff0c\u53ef\u80fd\u4f1a\u5f71\u54cd\u6548\u7387\u3002\u6b64\u5916\uff0c\u5728\u5224\u65ad\u4e24\u4e2a\u65b9\u5757\u662f\u5426\u53ef\u4ee5\u6d88\u9664\u65f6\uff0c\u4f7f\u7528\u4e86\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7b97\u6cd5\u3002\u867d\u7136\u8be5\u7b97\u6cd5\u53ef\u4ee5\u627e\u5230\u6700\u77ed\u8def\u5f84\uff0c\u4f46\u5728\u5927\u89c4\u6a21\u68cb\u76d8\u4e0a\uff0c\u53ef\u80fd\u4f1a\u6bd4\u8f83\u8017\u65f6\u3002\u56e0\u6b64\uff0c\u62631\u5206\u3002\uff09\r\n\r\n\u53ef\u8bfb\u6027\uff1a[[2]] \u5206\r\n\r\n\uff08\u4ee3\u7801\u7684\u547d\u540d\u57fa\u672c\u6e05\u6670\uff0c\u4f46\u90e8\u5206\u4ee3\u7801\u5757\u7684\u6ce8\u91ca\u4e0d\u8db3\uff0c\u4f8b\u5982\uff0c\u5bf9\u4e8e\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7b97\u6cd5\u7684\u89e3\u91ca\u4e0d\u591f\u8be6\u7ec6\u3002\u4ee3\u7801\u7684\u6574\u4f53\u7ed3\u6784\u826f\u597d\uff0c\u4f46\u53ef\u4ee5\u8fdb\u4e00\u6b65\u6a21\u5757\u5316\uff0c\u4f8b\u5982\uff0c\u5c06\u6e38\u620f\u903b\u8f91\u548c\u754c\u9762\u7ed8\u5236\u5206\u79bb\u3002\u56e0\u6b64\uff0c\u4e0d\u6263\u5206\u3002\uff09\r\n\r\n\u5b89\u5168\u6027\uff1a[[1]] \u5206\r\n\r\n\uff08\u4ee3\u7801\u6ca1\u6709\u660e\u663e\u7684\u5b89\u5168\u6f0f\u6d1e\uff0c\u4f46\u662f\uff0c\u5bf9\u4e8e\u7528\u6237\u8f93\u5165\u7684m\u548cn\uff0c\u53ea\u505a\u4e86\u7b80\u5355\u7684\u6570\u503c\u8303\u56f4\u68c0\u67e5\uff0c\u6ca1\u6709\u8003\u8651\u5176\u4ed6\u5f02\u5e38\u60c5\u51b5\uff0c\u4f8b\u5982\uff0c\u7528\u6237\u8f93\u5165\u975e\u6574\u6570\u3002\u56e0\u6b64\uff0c\u62631\u5206\u3002\uff09\r\n\r\n-- \u7528\u6237\u4f53\u9a8c\uff1a[[1]] \u5206\r\n\r\n\uff08\u6e38\u620f\u754c\u9762\u57fa\u672c\u53ef\u4ee5\u8fd0\u884c\uff0c\u4f46\u662f\uff0c\u65b9\u5757\u95ea\u70c1\u6548\u679c\u4e0d\u591f\u6d41\u7545\uff0c\u6d88\u9664\u65b9\u5757\u540e\u7684\u754c\u9762\u66f4\u65b0\u4e0d\u591f\u53ca\u65f6\u3002\u6b64\u5916\uff0c\u6e38\u620f\u7f3a\u5c11\u97f3\u6548\u548c\u52a8\u753b\u6548\u679c\uff0c\u7528\u6237\u4f53\u9a8c\u6709\u5f85\u63d0\u5347\u3002\u56e0\u6b64\u62632\u5206\u3002\uff09\r\n\r\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u4ee3\u7801\u5b9e\u73b0\u7684\u603b\u4f53\u5f97\u5206\u4e3a &lt;&lt;21&gt;&gt; \u5206\u3002<\/pre>\n<p>&nbsp;<\/p>\n<p><strong>\u5927\u6a21\u578b\u88c1\u52242 (Qwen-Max)\uff1a <\/strong><\/p>\n<pre>\u7528\u6237\u6307\u4ee4\u4e2d\u5305\u542b\u7684\u9700\u6c42 (\u57fa\u4e8e\u72ec\u7acb\u5206\u6790)\r\n\r\n1.\u00a0\u6e38\u620f\u754c\u9762\u5e94\u968f\u673a\u51fa\u73b0\u591a\u79cd\u989c\u8272\u7684\u3001\u7d27\u5bc6\u6392\u5217\u7684m*n\u4e2a\u5c0f\u65b9\u5757\uff0c\u5176\u4e2dm\u548cn\u7531\u7528\u6237\u6307\u5b9a\u4e14\u5747\u4e3a\u5927\u4e8e5\u7684\u6574\u6570\u3002\r\n\r\n2.\u00a0\u7528\u6237\u70b9\u51fb\u4e24\u4e2a\u65b9\u5757\uff0c\u5982\u679c\u989c\u8272\u76f8\u540c\u4e14\u76f8\u8fde\u63a5\u8def\u5f84\uff08\u4ec5\u5141\u8bb8\u6c34\u5e73\u548c\u5782\u76f4\u4e24\u4e2a\u65b9\u5411\uff09\u4e0d\u591a\u4e8e\u4e24\u6b21\u8f6c\u5f2f\uff0c\u5219\u6d88\u9664\u4e24\u65b9\u5757\u3002\r\n\r\n3.\u00a0\u5982\u679c\u4e0d\u6ee1\u8db3\u6d88\u9664\u89c4\u5219\uff0c\u5219\u70b9\u51fb\u7684\u4e24\u4e2a\u65b9\u5757\u95ea\u70c1\u4e09\u4e0b\u3002\r\n\r\n4.\u00a0\u73a9\u5bb6\u6709\u4e09\u6b21\u673a\u4f1a\u53ef\u4ee5\u6253\u4e71\u73b0\u6709\u65b9\u5757\u7684\u6392\u5217\u3002\r\n\r\n5.\u00a0\u5982\u679c\u7528\u6237\u57283\u79d2\u5185\u8fde\u7eed\u6210\u529f\u6d88\u9664\u4e24\u6b21\uff0c\u5219\u5728\u5c4f\u5e55\u4e0a\u663e\u793a\"Combo!\"\u3002\r\n\r\n\u5bf9\u4ee3\u7801\u7f3a\u9677\u7684\u603b\u4f53\u70b9\u8bc4\r\n\r\n\u4ee3\u7801\u5b9e\u73b0\u4e86\u57fa\u672c\u7684\u6e38\u620f\u903b\u8f91\uff0c\u5305\u62ec\u751f\u6210\u6e38\u620f\u677f\u3001\u68c0\u6d4b\u65b9\u5757\u662f\u5426\u76f8\u8fde\u4ee5\u53ca\u5904\u7406\u73a9\u5bb6\u8f93\u5165\u7b49\u3002\r\n\r\n\u4ee3\u7801\u7ed3\u6784\u8f83\u4e3a\u6e05\u6670\uff0c\u4f46\u90e8\u5206\u5730\u65b9\u53ef\u4ee5\u8fdb\u4e00\u6b65\u4f18\u5316\u4ee5\u63d0\u9ad8\u53ef\u8bfb\u6027\u548c\u6548\u7387\u3002\r\n\r\n\r\n\u5404\u9879\u6807\u51c6\u7684\u8bc4\u5206\r\n\r\n-- \u529f\u80fd\u5b8c\u6574\u6027\uff1a[[15]] \u5206\r\n\r\n\u8be5\u4ee3\u7801\u5b9e\u73b0\u5b8c\u5168\u7b26\u5408\u7528\u6237\u6307\u4ee4\u4e2d\u7684\u6240\u6709\u529f\u80fd\u8981\u6c42\uff1a\r\n\r\n\u751f\u6210\u4e86m*n\u7684\u5c0f\u65b9\u5757\uff0c\u4e14m\u548cn\u7531\u7528\u6237\u6307\u5b9a\u4e14\u5747\u4e3a\u5927\u4e8e5\u7684\u6574\u6570\u3002\r\n\r\n\u7528\u6237\u70b9\u51fb\u4e24\u4e2a\u65b9\u5757\uff0c\u5982\u679c\u989c\u8272\u76f8\u540c\u4e14\u76f8\u8fde\u63a5\u8def\u5f84\u4e0d\u591a\u4e8e\u4e24\u6b21\u8f6c\u5f2f\uff0c\u5219\u6d88\u9664\u4e24\u65b9\u5757\u3002\r\n\r\n\u4e0d\u6ee1\u8db3\u6d88\u9664\u89c4\u5219\u65f6\uff0c\u70b9\u51fb\u7684\u4e24\u4e2a\u65b9\u5757\u95ea\u70c1\u4e09\u4e0b\u3002\r\n\r\n\u73a9\u5bb6\u6709\u4e09\u6b21\u673a\u4f1a\u53ef\u4ee5\u6253\u4e71\u73b0\u6709\u65b9\u5757\u7684\u6392\u5217\u3002\r\n\r\n\u7528\u6237\u57283\u79d2\u5185\u8fde\u7eed\u6210\u529f\u6d88\u9664\u4e24\u6b21\u65f6\uff0c\u5728\u5c4f\u5e55\u4e0a\u663e\u793a\"Combo!\"\u3002\r\n\r\n-- \u4ee3\u7801\u8d28\u91cf\uff1a[[5]] \u5206\uff0c\u5176\u4e2d\uff1a\r\n\r\n\u6548\u7387\uff1a[[3]] \u5206\r\n\r\n\u4ee3\u7801\u6574\u4f53\u4e0a\u5bf9\u8d44\u6e90\u5229\u7528\u5408\u7406\uff0c\u6ca1\u6709\u660e\u663e\u7684\u6027\u80fd\u74f6\u9888\u3002\u4f46\u7531\u4e8e\u672a\u8003\u8651\u6781\u7aef\u60c5\u51b5\u4e0b\u53ef\u80fd\u51fa\u73b0\u7684\u95ee\u9898\uff0c\u6545\u4fdd\u6301\u6ee1\u5206\u3002\r\n\r\n\u53ef\u8bfb\u6027\uff1a[[1]] \u5206\r\n\r\n\u867d\u7136\u53d8\u91cf\u547d\u540d\u8f83\u6e05\u6670\uff0c\u4f46\u51fd\u6570is_connected\u4e2d\u7684\u903b\u8f91\u7a0d\u663e\u590d\u6742\uff0c\u4e0d\u6613\u7406\u89e3\u3002\u6b64\u5916\uff0c\u4e3b\u5faa\u73af\u5185\u7684\u903b\u8f91\u4e5f\u53ef\u4ee5\u901a\u8fc7\u66f4\u5408\u7406\u7684\u6a21\u5757\u5316\u6765\u6539\u5584\u3002\r\n\r\n\u5b89\u5168\u6027\uff1a[[1]] \u5206\r\n\r\n\u4ee3\u7801\u7f3a\u4e4f\u5bf9\u7528\u6237\u8f93\u5165\u7684\u6709\u6548\u9a8c\u8bc1\uff0c\u6bd4\u5982\u786e\u4fdd\u8f93\u5165\u7684\u662f\u6b63\u6574\u6570\u3002\u540c\u65f6\uff0c\u5bf9\u4e8e\u67d0\u4e9b\u6f5c\u5728\u9519\u8bef\uff08\u5982\u6587\u4ef6\u64cd\u4f5c\u5931\u8d25\uff09\u4e5f\u6ca1\u6709\u76f8\u5e94\u7684\u5904\u7406\u673a\u5236\u3002\r\n\r\n-- \u7528\u6237\u4f53\u9a8c\uff1a[[2]] \u5206\r\n\r\n\u6e38\u620f\u754c\u9762\u57fa\u672c\u7f8e\u89c2\uff0c\u4ea4\u4e92\u5143\u7d20\u5de5\u4f5c\u6b63\u5e38\u3002\u4f46\u662f\uff0c\u7531\u4e8e\u65b9\u5757\u95ea\u70c1\u6b21\u6570\u7b26\u5408\u8981\u6c42\uff0c\u7528\u6237\u4f53\u9a8c\u7684\u4e00\u81f4\u6027\u8f83\u597d\u3002\r\n\r\n\u7efc\u4e0a\u6240\u8ff0\uff0c\u8be5\u4ee3\u7801\u5b9e\u73b0\u7684\u603b\u4f53\u5f97\u5206\u4e3a &lt;&lt;22&gt;&gt; \u5206\u3002<\/pre>\n<p>&nbsp;<\/p>\n<p>\u7efc\u5408\u8bc4\u5206\uff1a\u301021.5\/25\u3011<\/p>\n<p>&nbsp;<\/p>\n<h3>#\u793a\u4f8b2\u00a0\u6e38\u620f\u5f00\u53d1 (\u5c04\u51fb\u7c7b, \u56f0\u96be)<\/h3>\n<p><strong>Prompt\uff1a\u7f16\u5199\u4ee3\u7801\u5b9e\u73b0\u4e00\u4e2a\u7b80\u5355\u7684\u7a7a\u6218\u6e38\u620f\uff0c\u73a9\u5bb6\u901a\u8fc7\u5de6\u53f3\u65b9\u5411\u952e\u64cd\u7eb5\u754c\u9762\u4e0b\u65b9\u7684\u98de\u673a\uff0c\u8eb2\u907f\u4ece\u4e0a\u65b9\u98de\u4e0b\u6765\u7684\u969c\u788d\uff0c\u5e76\u6309\u7a7a\u683c\u952e\u5c04\u51fb\u6765\u81ea\u4e0a\u65b9\u7684\u654c\u673a\uff0c\u654c\u673a\u4f1a\u5de6\u53f3\u968f\u673a\u79fb\u52a8\u5e76\u5f00\u706b\u3002\u521d\u59cb\u751f\u547d\u503c\u4e3a3\uff0c\u6bcf\u6b21\u649e\u4e0a\u969c\u788d\u6216\u88ab\u654c\u673a\u51fb\u4e2d\uff0c\u751f\u547d\u503c\u51cf\u5c111\uff0c\u751f\u547d\u503c\u4e3a0\u65f6\u6e38\u620f\u7ed3\u675f\u3002\u7b2c\u4e00\u5173\u67093\u67b6\u654c\u673a\uff0c\u968f\u540e\u6bcf\u5173\u589e\u52a03\u67b6\u654c\u673a\u3002\u73a9\u5bb6\u64cd\u63a7\u7684\u98de\u673a\u6709\u4e24\u79cd\u5f00\u706b\u6a21\u5f0f\uff0c\u6a21\u5f0fA (\u9ed8\u8ba4) \u53ea\u80fd\u5411\u6b63\u524d\u65b9\u5f00\u706b\uff0c\u547d\u4e2d\u654c\u673a1\u53d1\u70ae\u5f39\u5219\u5c06\u5176\u6467\u6bc1\uff1b\u6a21\u5f0fB\u5411\u591a\u4e2a\u65b9\u5411\u5f00\u706b\uff0c\u9700\u8981\u547d\u4e2d\u654c\u673a2\u53d1\u70ae\u5f39\u624d\u80fd\u5c06\u5176\u6467\u6bc1\u3002\u6309&#8221;Q&#8221;\u952e\u5207\u6362\u6a21\u5f0fA\u548cB\u3002<\/strong><\/p>\n<p><strong>\u3010o3-mini-high\u4ee3\u7801\u6548\u679c\u6f14\u793a\u3011\uff1a<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u7efc\u5408\u8bc4\u5206\uff1a\u301022\/25\u3011<\/p>\n<p>#\u793a\u4f8b3\u00a0\u5feb\u6377\u5de5\u5177 (\u65e5\u5e38\u529e\u516c, \u4e2d\u7b49)<\/p>\n<p><strong>Prompt\uff1a<\/strong>\u7f16\u5199\u4ee3\u7801\u5b9e\u73b0\u4e00\u4e2a\u82f1\u6587\u6587\u672c\u5904\u7406\u5de5\u5177\uff0c\u7528\u6237\u8f93\u5165\u6587\u672c\u540e\uff0c\u5de5\u5177\u80fd\u5feb\u901f\u6267\u884c\u5355\u8bcd\u6570\u91cf\u7edf\u8ba1\u3001\u8bcd\u9891\u6392\u5e8f\u3001\u5927\u5c0f\u5199\u8f6c\u6362\u3001\u53bb\u9664\u7a7a\u683c\u4e0e\u6362\u884c\u7b26\u3001\u884c\u53f7\u6dfb\u52a0\u7b49\u64cd\u4f5c\u3002\u6b64\u5916\uff0c\u5de5\u5177\u80fd\u591f\u4fdd\u5b58\u591a\u6761\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u66ff\u6362\u89c4\u5219\uff0c\u5e76\u7edf\u4e00\u6267\u884c\u3002\u7528\u6237\u53ef\u4ee5\u5c06\u6587\u672c\u4fdd\u5b58\u81f3\u6536\u85cf\u5939\u4e2d\uff0c\u5e76\u81ea\u5b9a\u4e49\u6807\u9898\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u7efc\u5408\u8bc4\u5206\uff1a\u301020.5\/25\u3011<\/p>\n<p>&nbsp;<\/p>\n<h3>\u793a\u4f8b4\u00a0\u7f51\u7edc\u5e94\u7528 (\u7f51\u9875\u89c6\u89c9, \u56f0\u96be)<\/h3>\n<p><strong>Prompt\uff1a<\/strong>\u7f16\u5199\u4ee3\u7801\u5b9e\u73b0\u4e00\u4e2a\u65f6\u88c5\u5c55\u793a\u7f51\u7ad9\uff0c\u6709\u591a\u5f20\u56fe\u7247\uff08\u7531\u7528\u6237\u4e0a\u4f20\uff09\u81ea\u52a8\u8f6e\u64ad\uff0c\u7f29\u7565\u56fe\u4f4d\u4e8e\u9875\u9762\u4e0b\u65b9\u3002\u56fe\u7247\u5207\u6362\u65f6\uff0c\u91c7\u7528\u5361\u7247\u7ffb\u8f6c\u7684\u89c6\u89c9\u6548\u679c\u3002\u9f20\u6807\u60ac\u505c\u5728\u56fe\u7247\u4e0a\u65f6\uff0c\u4f7f\u7528\u653e\u5927\u955c\u5c55\u793a\u7ec6\u8282\u3002\u9875\u9762\u53f3\u4e0a\u89d2\u6709\u201c\u5173\u706f\u201d\u6309\u94ae\uff0c\u9ed8\u8ba4\u4e3a\u767d\u8272\u80cc\u666f\uff0c\u70b9\u51fb\u201c\u5173\u706f\u201d\u540e\u80cc\u666f\u53d8\u6210\u9ed1\u8272\uff0c\u6309\u94ae\u53d8\u6210\u201c\u5f00\u706f\u201d\u3002\u9875\u9762\u80cc\u666f\u6709\u82b1\u74e3\u7f13\u7f13\u98d8\u843d\u7684\u6548\u679c\u3002\u5de6\u4e0a\u89d2\u6709\u5f00\u59cb\/\u6682\u505c\u56fe\u6807\u6309\u94ae\uff0c\u63a7\u5236\u56fe\u7247\u81ea\u52a8\u8f6e\u64ad\u7684\u5f00\u59cb\u548c\u6682\u505c\uff1b\u6bcf\u5f20\u8f6e\u64ad\u56fe\u7247\u7684\u53f3\u4e0b\u89d2\u6709\u4e00\u4e2a\u767d\u8272\u7684\u7231\u5fc3\u56fe\u6807\uff0c\u70b9\u51fb\u540e\u53d8\u6210\u7c89\u7ea2\u8272\uff0c\u53f3\u8fb9\u663e\u793a\u70b9\u51fb\u7231\u5fc3\u7684\u6b21\u6570\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u7efc\u5408\u8bc4\u5206\uff1a\u301023\/25\u3011<\/p>\n<p>&nbsp;<\/p>\n<h3>\u793a\u4f8b5\u00a0\u7f51\u7edc\u5e94\u7528 (\u6559\u80b2\u5b66\u4e60, \u56f0\u96be)<\/h3>\n<p><strong>Prompt\uff1a<\/strong>\u7f16\u5199\u4ee3\u7801\u5b9e\u73b0\u4e00\u4e2a\u80cc\u5355\u8bcd\u7f51\u7ad9\uff0c\u5411\u7528\u6237\u5c55\u793a\u5355\u8bcd\u548c\u56db\u4e2a\u91ca\u4e49\u9009\u9879\uff0c\u7528\u6237\u9009\u62e9\u6b63\u786e\u9009\u9879\uff0c\u5219\u8df3\u8f6c\u5230\u4e0b\u4e00\u4e2a\u5355\u8bcd\uff1b\u7528\u6237\u9009\u62e9\u9519\u8bef\uff0c\u5219\u5148\u63d0\u793a\u6b63\u786e\u9009\u9879\u518d\u8df3\u8f6c\u3002\u6bcf\u7ec4\u67095\u4e2a\u5355\u8bcd\uff0c\u51713\u7ec4\uff0c\u6bcf\u7ec4\u7ed3\u675f\u540e\uff0c\u7528\u6237\u53ef\u9009\u62e9\u7ed3\u675f\u5b66\u4e60\u6216\u518d\u5b66\u4e00\u7ec4\u5355\u8bcd\u3002\u7ed3\u675f\u5b66\u4e60\u540e\uff0c\u663e\u793a\u672c\u6b21\u5b66\u4e60\u7684\u603b\u4f53\u6b63\u786e\u7387\u3002\u7528\u6237\u7b54\u9519\u7684\u9898\u76ee\u5c06\u81ea\u52a8\u8bb0\u5f55\uff0c\u7528\u6237\u53ef\u70b9\u51fb\u754c\u9762\u4e0a\u65b9\u7684\u201c\u5207\u6362\u81f3\u590d\u4e60\u6a21\u5f0f\u201d\uff0c\u91cd\u65b0\u56de\u7b54\u4e4b\u524d\u7b54\u9519\u7684\u5355\u8bcd\u9898\u76ee\u3002\u51fa\u9898\u7684\u987a\u5e8f\u662f\u968f\u673a\u7684\uff0c\u5373\u6bcf\u6b21\u8fdb\u5165\u8be5\u7f51\u7ad9\u65f6\uff0c\u9898\u76ee\u7684\u987a\u5e8f\u901a\u5e38\u662f\u4e0d\u540c\u7684\u3002<\/p>\n<p><strong>\u3010Qwen-Max\u4ee3\u7801\u6548\u679c\u6f14\u793a\u3011\uff1a<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u7efc\u5408\u8bc4\u5206\uff1a\u301019\/25\u3011<\/p>\n<p>&nbsp;<\/p>\n<h3>\u6d4b\u8bc4\u5206\u6790\u53ca\u7ed3\u8bba<\/h3>\n<p><strong>1. o3-mini-high\u4e0eClaude-3.7-Sonnet-Reasoning\u5904\u4e8e\u9886\u5148\u5730\u4f4d<\/strong><\/p>\n<p>\u672c\u6b21\u6d4b\u8bc4\u4e2d\uff0cOpenAI\u53d1\u5e03\u7684o3-mini-high\u53d6\u5f97\u7efc\u5408\u6210\u7ee982.08\u5206\uff0cAnthropic\u516c\u53f8\u6700\u65b0\u53d1\u5e03\u7684\u63a8\u7406\u6a21\u578bClaude-3.7-Sonnet-Reasoning\u7684\u7efc\u5408\u6210\u7ee9\u5219\u8fbe\u523081.63\u5206\uff0c\u4e8c\u8005\u643a\u624b\u9886\u8dd1\u699c\u5355\u3002<\/p>\n<p><strong>2. DeepSeek-R1\u9886\u8dd1\u56fd\u5185\u6a21\u578b\uff0c\u8dfb\u8eab\u4e1a\u754c\u7b2c\u4e00\u68af\u961f<\/strong><\/p>\n<p>\u4ece\u6d4b\u8bc4\u7ed3\u679c\u770b\uff0cDeepSeek-R1\u4e0eo3-mini-high\u3001Claude-3.5-Sonnet\/3.7-Sonnet-Reasoning\u3001Gemini-2.0-pro\u7b49\u4e1a\u754c\u524d\u6cbf\u6a21\u578b\u5f97\u5206\u5dee\u8ddd\u6781\u5c0f\uff0c\u5e76\u4e14\u5728\u201c\u6e38\u620f\u5f00\u53d1\u201d\u548c\u201c\u7f51\u7edc\u5e94\u7528\u201d\u4e24\u4e2a\u5e94\u7528\u573a\u666f\u4e0b\u8868\u73b0\u5c24\u5176\u7a81\u51fa\uff0c\u8d85\u8d8a\u6216\u8fbe\u5230\u4e86Claude-3.5-Sonnet\u3001Gemini-2.0-pro\u7b49\u6a21\u578b\u6c34\u51c6\u3002<\/p>\n<p><strong>3. \u5404\u6709\u6240\u957f\uff1aR1\u64c5\u957f\u6e38\u620f\u5f00\u53d1\uff0co3\/\u9636\u8dc3Step R\u64c5\u957f\u591a\u5a92\u4f53\u7f16\u8f91\uff0c\u591a\u5bb6\u64c5\u957f\u7f51\u7edc\u5e94\u7528<\/strong><\/p>\n<p>\u672c\u6b21\u53c2\u8bc4\u768412\u4e2a\u6a21\u578b\uff0c\u5747\u5448\u73b0\u51fa\u5728\u4e0d\u540c\u5e94\u7528\u573a\u666f\u4e0b\u7684\u80fd\u529b\u5dee\u5f02\u3002\u5176\u4e2d\uff0cDeepSeek-R1\u5728\u201c\u6e38\u620f\u5f00\u53d1\u201d\u9886\u57df\u8868\u73b0\u7a81\u51fa\uff0cClaude-3.5-Sonnet\u3001\u8c46\u53051.5pro\u3001\u667a\u8c31\u6e05\u8a00GLM-Zero-preview\u548c\u901a\u4e49\u5343\u95eeMax\u66f4\u52a0\u64c5\u957f\u201c\u7f51\u7edc\u5e94\u7528\u201d\u8bbe\u8ba1\uff0co3-mini-high\u548c\u9636\u8dc3\u661f\u8fb0Step R-mini\u5728\u201c\u591a\u5a92\u4f53\u7f16\u8f91\u201d\u5de5\u5177\u5f00\u53d1\u4e2d\u6709\u72ec\u7279\u4f18\u52bf\u3002<\/p>\n<p><strong>4. \u4e0d\u540c\u6a21\u578b\u5728\u65b9\u6cd5\u9009\u62e9\u3001\u754c\u9762\u98ce\u683c\u4e0a\u5dee\u5f02\u660e\u663e<\/strong><\/p>\n<p>\u5bf9\u6bd4\u6a21\u578b\u7b54\u6848\u53d1\u73b0\uff0c\u9762\u5bf9\u76f8\u540c\u7528\u6237\u9700\u6c42\uff0c\u4e0d\u540c\u6a21\u578b\u9009\u62e9\u7684\u7f16\u7a0b\u8bed\u8a00\u3001\u8c03\u7528\u7684\u5e93\/\u6a21\u5757\u5927\u76f8\u5f84\u5ead\uff0c\u5bf9\u754c\u9762\u7f8e\u89c2\u5ea6\u7684\u91cd\u89c6\u7a0b\u5ea6\u4e5f\u6709\u663e\u8457\u5dee\u5f02\uff0c\u8fd9\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53cd\u6620\u4e86\u6a21\u578b\u7684\u80fd\u529b\u3001\u504f\u597d\u3001\u7406\u5ff5\u7b49\u5dee\u5f02\u3002\u6574\u4f53\u6765\u770b\uff0c\u6d77\u5916\u6a21\u578b\u5728\u7528\u6237\u754c\u9762\u7684\u8bbe\u8ba1\u4e0a\u8868\u73b0\u66f4\u4f18\u3002<\/p>\n<p><strong>\u76f8\u5173\u793a\u4f8b\u5982\u4e0b\uff1a<\/strong><\/p>\n<p><strong>\u95ee\u9898\u4e00\uff1a<\/strong><\/p>\n<p>\u7f16\u5199\u4ee3\u7801\u5b9e\u73b0\u4e00\u4e2a\u7b80\u5355\u7684\u5728\u7ebf\u70b9\u9910\u7f51\u7ad9\uff0c\u652f\u6301\u6dfb\u52a0\u83dc\u54c1\u5230\u8d2d\u7269\u8f66\u4e2d\uff0c\u901a\u8fc7&#8221;+&#8221;\u548c&#8221;-&#8220;\u66f4\u6539\u83dc\u54c1\u4efd\u6570\uff0c\u5b9e\u65f6\u663e\u793a\u8d2d\u7269\u8f66\u4e2d\u83dc\u54c1\u603b\u4ef7\uff0c\u5e76\u80fd\u591f\u70b9\u51fb\u4e0b\u5355\u3002\u4e0b\u5355\u540e\uff0c\u8d2d\u7269\u8f66\u6e05\u7a7a\uff0c\u5e76\u8be2\u95ee\u987e\u5ba2\u662f\u5426\u9700\u8981\u6253\u5305\u3002\u603b\u91d1\u989d\u6bcf\u6ee1100\u5143\uff0c\u5e94\u4f18\u60e010\u5143\u3002<\/p>\n<p><strong>\u95ee\u9898\u4e8c\uff1a<\/strong><\/p>\n<p>\u7f16\u5199\u4ee3\u7801\u5b9e\u73b0\u4e00\u4e2a\u7bee\u7403\u6295\u7bee\u6e38\u620f\uff0c\u9f20\u6807\u79fb\u52a8\u63a7\u5236\u7bee\u7403\u7684\u6295\u63b7\u65b9\u5411\uff0c\u6309\u4e0b\u9f20\u6807\u84c4\u529b\uff0c\u7bee\u7403\u5165\u7b50\u5219\u5f97\u5206\uff0c\u8fde\u7eed\u5165\u7b50\u6709\u989d\u5916\u52a0\u5206\uff0c\u672a\u5165\u7b50\u4e09\u6b21\u5219\u7ed3\u675f\u6e38\u620f\u3002\u9009\u62e9\u65b9\u5411\u548c\u84c4\u529b\u65f6\uff0c\u9700\u7528\u865a\u7ebf\u6807\u51fa\u9884\u5b9a\u7684\u98de\u884c\u8f68\u8ff9\uff1b\u6295\u51fa\u7bee\u7403\u540e\uff0c\u9700\u6e05\u6670\u663e\u793a\u5176\u98de\u884c\u8f68\u8ff9\u3002\u6295\u7bee\u524d\uff0c\u53ef\u901a\u8fc7\u5de6\u53f3\u65b9\u5411\u952e\u79fb\u52a8\u7bee\u7403\u7684\u521d\u59cb\u4f4d\u7f6e\uff0c\u77ed\u8ddd\u79bb\u6295\u7bee\u547d\u4e2d\u5f972\u5206\uff0c\u5f53\u8d85\u8fc7\u4e00\u5b9a\u8ddd\u79bb\u540e\uff0c\u6295\u7bee\u547d\u4e2d\u5f973\u5206\u3002\u5b58\u5728\u51fb\u4e2d\u7bee\u677f\u53cd\u5f39\u8fdb\u7403\u7684\u53ef\u80fd\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2025\u5e742\u670826\u65e5\uff0cSuperCLUE\u53d1\u5e03\u9879\u76ee\u7ea7\u4ee3\u7801\u751f\u6210\uff08SuperCLUE-Project\uff09\u6d4b\u8bc4\u57fa\u51c6\u9996\u671f\u699c\u5355\u3002 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