{"id":34157,"date":"2024-12-01T04:58:31","date_gmt":"2024-11-30T20:58:31","guid":{"rendered":"https:\/\/17aitech.com\/?p=34157"},"modified":"2024-12-01T04:58:31","modified_gmt":"2024-11-30T20:58:31","slug":"%e4%bb%8e%e9%ab%98%e8%80%83%e5%88%b0%e5%a5%a5%e6%9e%97%e5%8c%b9%e5%85%8b%e7%ab%9e%e6%8a%80%e5%9c%ba%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%8e%e4%ba%ba%e7%b1%bb%e6%99%ba%e8%83%bd%e7%9a%84%e7%bb%88","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34157","title":{"rendered":"\u4ece\u9ad8\u8003\u5230\u5965\u6797\u5339\u514b\u7ade\u6280\u573a\uff1a\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u667a\u80fd\u7684\u7ec8\u6781\u8f83\u91cf"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-06-20-6\" target=\"_blank\">\u4ece\u9ad8\u8003\u5230\u5965\u6797\u5339\u514b\u7ade\u6280\u573a\uff1a\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u667a\u80fd\u7684\u7ec8\u6781\u8f83\u91cf<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-ac513f41c22f6d7749a39b3770444ae7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-ac513f41c22f6d7749a39b3770444ae7.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<p><strong>\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u751f\u6210\u5f0f<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u5b9e\u9a8c\u5ba4 (GAIR Lab) \u7684\u7814\u7a76\u56e2\u961f\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\uff1a\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u5bf9\u9f50\u4e0e\u8bc4\u4f30\u3002\u56e2\u961f\u4e3b\u9875\uff1ahttps:\/\/plms.ai\/<\/strong><\/p>\n<p>\u56fe\u7075\u5956\u5f97\u4e3bHinton\u5728\u4ed6\u7684\u8bbf\u8c08\u4e2d\u63d0\u53ca\u300c\u5728\u672a\u676520\u5e74\u5185\uff0cAI\u670950%\u7684\u6982\u7387\u8d85\u8d8a\u4eba\u7c7b\u7684\u667a\u80fd\u6c34\u5e73\u300d\uff0c\u5e76\u5efa\u8bae\u5404\u5927\u79d1\u6280\u516c\u53f8\u65e9\u505a\u51c6\u5907\uff0c\u800c\u8bc4\u5b9a\u5927\u6a21\u578b\uff08\u5305\u62ec\u591a\u6a21\u6001\u5927\u6a21\u578b\uff09\u7684\u300c\u667a\u529b\u6c34\u5e73\u300d\u5219\u662f\u8fd9\u4e00\u51c6\u5907\u7684\u5fc5\u8981\u524d\u63d0\u3002<\/p>\n<p>\u4e00\u4e2a\u5177\u6709\u8de8\u5b66\u79d1\u95ee\u9898\u96c6\u3001\u53ef\u4ee5\u4ece\u591a\u7ef4\u5ea6\u4e25\u8c28\u8bc4\u4f30AI\u7684\u8ba4\u77e5\u63a8\u7406\u80fd\u529b\u8bc4\u4f30<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u5df2\u7ecf\u53d8\u5f97\u76f8\u5f53\u4e9f\u9700\u3002<\/p>\n<section><strong>1. \u5927\u6a21\u578b\u4e0d\u65ad\u5360\u9886\u4eba\u7c7b\u667a\u529b\u9ad8\u5730\uff1a\u4ece\u5c0f\u5b66\u8bd5\u9898\u5230\u53c2\u52a0\u9ad8\u8003<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-df92f2e32a1326290640b2322e8a7247.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-df92f2e32a1326290640b2322e8a7247.png\"><\/a><\/p>\n<section>\u4ee5\u5927\u6a21\u578b\u4e3a\u6838\u5fc3\u7684\u751f\u6210\u5f0f<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u6280\u672f\u7684\u5174\u8d77\uff0c\u4f7f\u5f97\u4eba\u7c7b\u4e0d\u4ec5\u6709\u4e86\u53ef\u4ea4\u4e92\u7684\u6587\u672c\u3001\u56fe\u7247\u3001\u89c6\u9891\u4ea4\u4e92\u751f\u6210\u5de5\u5177\uff0c\u8fd8\u4f7f\u5f97\u4eba\u7c7b\u6709\u673a\u4f1a\u8bad\u7ec3\u51fa\u4e00\u4e2a\u201d\u6709\u667a\u529b\u201c\u80fd\u529b\u7684\u6a21\u578b\uff0c\u5b83\u53ef\u4ee5\u770b\u6210\u662f\u4eba\u7c7b\u5ef6\u7533\u7684\u5927\u8111\uff0c\u72ec\u7acb\u5b8c\u6210\u4e0d\u540c\u5b66\u79d1\u95ee\u9898\uff0c\u6210\u4e3a\u672a\u676510\u5e74\u53ef\u4ee5\u7ed9<strong>\u79d1\u5b66\u53d1\u73b0\u63d0\u4f9b\u52a0\u901f\u5ea6<\/strong>\u7684\u6700\u6709\u529b\u7684\u5de5\u5177\uff08\u5373AI4Science)\u3002<\/section>\n<section><\/section>\n<section>\u8fc7\u53bb\u4e24\u5e74\uff0c\u6211\u4eec\u770b\u5230\u8fd9\u79cd\u4ee5\u5927\u6a21\u578b\u4e3a\u4ee3\u8868\u7684\u7845\u57fa\u667a\u80fd\u7684\u5feb\u901f\u8fdb\u5316\uff0c\u4ece\u6700\u521d\u53ea\u80fd\u7528\u6765\u53bb\u89e3\u51b3\u5c0f\u5b66\u9898\u76ee, \u52302022\u5e74\uff0cCMU\u7b49\u4eba[1]\u7b2c\u4e00\u6b21\u628aAI\u5e26\u5230\u4e86\u201c\u9ad8\u8003\u201d\u8003\u573a\uff0c\u5e76\u5728\u5168\u56fd\u5377II\u82f1\u8bed\u4e0a\u53d6\u5f97\u4e86134\u5206\u7684\u6210\u7ee9\uff0c\u7136\u800c\uff0c\u90a3\u65f6\u5019\u7684AI\u8fd8\u662f\u4e2a\u6570\u7406<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u638c\u63e1\u4e0d\u597d\u7684\u504f\u79d1\u751f\u3002\u76f4\u81f3\u4eca\u5e74\uff0c2024\u9ad8\u8003\u521a\u521a\u843d\u4e0b\u5e37\u5e55\uff0c\u5728\u65e0\u6570\u5b66\u5b50\u5728\u8fd9\u4e00\u5e74\u4e00\u5ea6\u7684\u5927\u8003\u4e2d\u594b\u529b\u62fc\u640f\uff0c\u5c55\u73b0\u4e86\u4ed6\u4eec\u591a\u5e74\u6765\u7684\u5b66\u4e60\u6210\u679c\u7684\u540c\u65f6\uff0c\u5927\u6a21\u578b\u4e5f\u662f\u7a7a\u524d\u7b2c\u4e00\u6b21\u88ab\u5168\u5b66\u79d1\u7684\u62c9\u5230\u8003\u573a\uff0c\u5e76\u4e14\u5728\u6570\u7406\u5b66\u79d1\u4e2d\u53d6\u5f97\u5de8\u5927\u8fdb\u6b65\u3002\u8fd9\u91cc\u6211\u4eec\u4e0d\u7981\u601d\u8003\uff0cAI\u667a\u529b\u8fdb\u5316\u7684\u5929\u82b1\u677f\u5728\u54ea\uff1f\u4eba\u7c7b\u8fd8\u6ca1\u796d\u51fa\u6700\u96be\u7684\u9898\u76ee\uff0c\u90a3\u4f1a\u662fAI\u7684\u5929\u82b1\u677f\u5417\uff1f<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7d997aada705e81f577549a84f3551a9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7d997aada705e81f577549a84f3551a9.png\"><\/a><\/p>\n<section><strong>2. \u667a\u529b\u8f83\u91cf\u6700\u9ad8\u6bbf\u5802\uff1a\u4ece AI \u9ad8\u8003\u5230 AI \u5965\u8fd0\u4f1a<\/strong><\/section>\n<section><\/section>\n<section>\u56db\u5e74\u4e00\u5ea6\u7684\u5965\u8fd0\u4f1a\u4e5f\u5373\u5c06\u5230\u6765\uff0c\u8fd9\u4e0d\u4ec5\u662f\u4f53\u80b2\u7ade\u6280\u7684\u5dc5\u5cf0\u76db\u4f1a\uff0c\u66f4\u8c61\u5f81\u7740\u4eba\u7c7b\u5bf9\u6781\u9650\u7684\u4e0d\u65ad\u8ffd\u6c42\u548c\u7a81\u7834\u3002\u5b66\u79d1\u5965\u6797\u5339\u514b\u7ade\u8d5b\u5219\u662f\u77e5\u8bc6\u7684\u6df1\u5ea6\u4e0e\u667a\u529b\u7684\u6781\u9650\u7684\u5b8c\u7f8e\u7ed3\u5408\uff0c\u5b83\u65e2\u662f\u5bf9\u5b66\u672f\u6210\u5c31\u7684\u4e25\u683c\u8bc4\u4f30\uff0c\u4e5f\u662f\u5bf9\u601d\u7ef4\u654f\u6377\u6027\u548c\u521b\u65b0\u80fd\u529b\u7684\u6781\u9650\u6311\u6218\u3002\u5728\u8fd9\u91cc\uff0c\u79d1\u5b66\u7684\u4e25\u8c28\u4e0e\u5965\u8fd0\u4f1a\u7684\u6fc0\u60c5\u76f8\u9047\uff0c\u5171\u540c\u5851\u9020\u4e86\u4e00\u79cd\u8ffd\u6c42\u5353\u8d8a\u3001\u52c7\u4e8e\u63a2\u7d22\u7684\u7cbe\u795e\u3002<\/section>\n<section><\/section>\n<section>\u5b66\u79d1\u7684\u5965\u6797\u5339\u514b\u7ade\u8d5b\u7ed9\u5c06\u4f1a\u7ed9\u4eba\u673a\u667a\u529b\u5dc5\u5cf0\u5bf9\u51b3\u63d0\u4f9b\u6700\u597d\u7684\u8d5b\u573a\u3002\u4e0d\u7ba1\u672a\u6765AGI\u80fd\u5426\u5b9e\u73b0\uff0cAI\u53c2\u52a0\u5965\u6797\u5339\u514b\u7ade\u8d5b\u5c06\u4f1a\u6210\u4e3a\u901a\u5411AGI\u7684\u5fc5\u7ecf\u4e00\u7ad9\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u8003\u5bdf\u4e86\u6a21\u578b\u6781\u5177\u91cd\u8981\u7684 \u8ba4\u77e5\u63a8\u7406\u80fd\u529b\uff0c\u800c\u8fd9\u4e9b\u80fd\u529b\u9010\u6e10\u88ab\u4f53\u73b0\u4e8e\u5404\u79cd\u590d\u6742\u7684\u73b0\u5b9e\u4e16\u754c\u573a\u666f\u4e2d\uff0c\u6bd4\u5982\u7528\u4f5c\u8f6f\u4ef6\u5f00\u53d1\u7684AI\u4ee3\u7406\uff0c\u5408\u4f5c\u5904\u7406\u590d\u6742\u7684\u51b3\u7b56\u8fc7\u7a0b\uff0c\u751a\u81f3\u63a8\u52a8\u79d1\u5b66\u7814\u7a76\u9886\u57df\uff08AI4Science\uff09\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-fc82bbc7156dd44534c8982c9296130e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-fc82bbc7156dd44534c8982c9296130e.png\"><\/a><\/p>\n<section><strong>3. \u6784\u5efa\u9762\u5411 AI \u5965\u6797\u5339\u514b\u8d5b\u573a<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u751f\u6210\u5f0f<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u5b9e\u9a8c\u5ba4 (GAIR Lab) \u7684\u7814\u7a76\u56e2\u961f\u5c06\u5927\u6a21\u578b\u4ece\u9ad8\u8003\u8003\u573a\u642c\u5230\u4e86\u66f4\u52a0\u5177\u6709\u6311\u6218\u6027\u7684\u201c\u5965\u6797\u5339\u514b\u7ade\u6280\u573a\u201d\uff0c\u63a8\u51fa\u4e86\u5168\u65b0\u7684\u5927\u6a21\u578b\uff08\u5305\u62ec\u591a\u6a21\u6001\u5927\u6a21\u578b\uff09\u8ba4\u77e5\u63a8\u7406\u80fd\u529b\u8bc4\u4f30<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u2014\u2014OlympicArena\u3002\u8fd9\u4e00<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u4f7f\u7528\u56fd\u9645\u5b66\u79d1\u5965\u8d5b\u7684\u9ad8\u96be\u5ea6\u9898\u76ee\uff0c\u5168\u9762\u6d4b\u8bd5\u4e86<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u5728\u8de8\u5b66\u79d1\u9886\u57df\u7684\u8ba4\u77e5\u63a8\u7406\u80fd\u529b\u3002OlympicArena\u6db5\u76d6\u4e86\u6570\u5b66\u3001\u7269\u7406\u3001\u5316\u5b66\u3001\u751f\u7269\u3001\u5730\u7406\u3001\u5929\u6587\u3001\u8ba1\u7b97\u673a\u4e03\u5927\u6838\u5fc3\u5b66\u79d1\uff0c\u5305\u62ec62\u4e2a\u56fd\u9645\u5b66\u79d1\u5965\u8d5b\uff08\u5982IMO, IPhO, IChO, IBO, ICPC\u7b49\uff09\u768411,163\u9053\u4e2d\u82f1\u53cc\u8bed\u9898\u76ee\uff0c\u4e3a\u7814\u7a76\u8005\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5168\u9762\u8bc4\u4f30AI\u6a21\u578b\u7684\u7406\u60f3\u5e73\u53f0\u3002<\/section>\n<section><\/section>\n<section>\u540c\u65f6\uff0c\u66f4\u957f\u8fdc\u6765\u770b\uff0cOlympicArena\u4e3a\u4eca\u540eAI\u5728\u79d1\u5b66\u9886\u57df\uff08AI4Science\uff09\uff0c\u5de5\u7a0b\u9886\u57df\uff08AI4Engineering\uff09\u53d1\u6325\u81ea\u8eab\u5f3a\u5927\u7684\u80fd\u529b\uff0c\u751a\u81f3\u4fc3\u8fdbAI\u6fc0\u53d1\u51fa\u8d85\u8d8a\u4eba\u7c7b\u6c34\u5e73\u8fbe\u5230Superintelligence\uff0c\u8d77\u5230\u4e86\u4e0d\u53ef\u5ffd\u89c6\u7684\u5960\u5b9a\u4f5c\u7528\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3c129c3677be89afd46c0a380d773cd3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3c129c3677be89afd46c0a380d773cd3.png\"><\/a><\/p>\n<section>\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u5f53\u4e0b\u6240\u6709\u7684\u5927\u6a21\u578b\u5728\u5b66\u79d1\u5965\u8d5b\u4e0a\u90fd\u4e0d\u80fd\u4ea4\u51fa\u8f83\u597d\u7684\u7b54\u5377\uff0c\u5373\u4f7f\u662fGPT-4o\uff0c\u4ec5\u4ec5\u53ea\u670939%\u7684\u6b63\u786e\u7387\uff0cGPT-4V\u4ec5\u670933%\uff0c\u79bb\u53ca\u683c\u7ebf\uff0860%\u6b63\u786e\u7387\uff09\u8fd8\u6709\u76f8\u5f53\u5927\u7684\u8ddd\u79bb\u3002\u800c\u591a\u6570\u5f00\u6e90\u5927\u6a21\u578b\u8868\u73b0\u7684\u66f4\u52a0\u4e0d\u5c3d\u4eba\u610f\uff0c\u4f8b\u5982\uff0cLLaVa-NeXT-34B, InternVL-Chat-V1.5\u7b49\u5f53\u4e0b\u8f83\u5f3a\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u90fd\u672a\u8fbe\u523020%\u7684\u6b63\u786e\u7387\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u591a\u6570\u591a\u6a21\u6001\u5927\u6a21\u578b\u90fd\u4e0d\u64c5\u957f\u5145\u5206\u5229\u7528\u89c6\u89c9\u4fe1\u606f\u89e3\u51b3\u590d\u6742\u7684\u63a8\u7406\u4efb\u52a1\uff0c\u8fd9\u4e5f\u662f\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u6700\u663e\u8457\u7684\u5dee\u5f02\uff08\u4eba\u7c7b\u5f80\u5f80\u4f1a\u4f18\u5148\u5173\u6ce8\u5904\u7406\u89c6\u89c9\u4fe1\u606f\uff09\u3002\u56e0\u6b64\uff0cOlympicArena\u4e0a\u7684\u6d4b\u8bd5\u7ed3\u679c\u8868\u660e\u6a21\u578b\u5728\u79d1\u5b66\u95ee\u9898\u7684\u6c42\u89e3\u4e0a\u4e0e\u4eba\u7c7b\u4f9d\u7136\u6709\u6240\u5dee\u8ddd\uff0c\u5176\u5185\u5728\u7684\u63a8\u7406\u80fd\u529b\u4ecd\u7136\u9700\u8981\u4e0d\u65ad\u63d0\u9ad8\u624d\u80fd\u66f4\u597d\u7684\u8f85\u52a9\u4eba\u7c7b\u7684\u79d1\u5b66\u7814\u7a76\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c12525a9911c97c6ede2866f9e1fabb3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c12525a9911c97c6ede2866f9e1fabb3.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2406.12753<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/gair-nlp.github.io\/OlympicArena\/<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u5730\u5740\uff1ahttps:\/\/github.com\/GAIR-NLP\/OlympicArena<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>OlympicArena\u7279\u70b9<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d13ac0c9499f23f676abc085efda4653.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d13ac0c9499f23f676abc085efda4653.png\"><\/a><\/p>\n<p>OlympicArena\u7684\u7279\u70b9\u6982\u8ff0\uff0c\u4ee5\u53ca\u4e00\u4e2a\u53ef\u4ee5\u53cd\u5e94benchmark\u5bf9\u591a\u6a21\u6001\u652f\u6301\u3001\u591a\u79cd\u8ba4\u77e5\u80fd\u529b\u8003\u5bdf\u3001\u4ee5\u53ca\u7ec6\u7c92\u5ea6\u8bc4\u4f30\uff08\u65e2\u8003\u8651\u5bf9\u7b54\u6848\u5bf9\u9519\u7684\u8bc4\u4f30\uff0c\u53c8\u8003\u8651\u5bf9\u6bcf\u4e2a\u63a8\u7406\u6b65\u9aa4\u8bc4\u4f30\uff09\u7684\u4f8b\u9898\u3002<\/p>\n<ul>\n<li>\n<section>\u5168\u9762\uff1aOlympicArena\u5305\u62ec\u6765\u81ea62\u4e2a\u4e0d\u540c\u5965\u6797\u5339\u514b\u7ade\u8d5b\u7684\u517111,163\u9053\u9898\u76ee\uff0c\u8de8\u8d8a\u4e86\u4e03\u5927\u6838\u5fc3\u5b66\u79d1\uff1a\u6570\u5b66\u3001\u7269\u7406\u3001\u5316\u5b66\u3001\u751f\u7269\u3001\u5730\u7406\u3001\u5929\u6587\u548c\u8ba1\u7b97\u673a\uff0c\u6d89\u53ca34\u4e2a\u4e13\u4e1a\u5206\u652f\u3002\u540c\u65f6\uff0c\u4e0d\u540c\u4e8e\u4ee5\u5f80\u7684benchmark\u5927\u591a\u6570\u805a\u7126\u5728\u9009\u62e9\u9898\u7b49\u5ba2\u89c2\u9898\uff0cOlympicArena\u652f\u6301\u4e30\u5bcc\u7684\u9898\u578b\uff0c\u5305\u542b\u8868\u8fbe\u5f0f\u3001\u65b9\u7a0b\u5f0f\u3001\u533a\u95f4\u3001\u5316\u5b66\u65b9\u7a0b\u5f0f\u7684\u4e66\u5199\u751a\u81f3\u662f\u7f16\u7a0b\u9898\u7b49\u3002\u6b64\u5916\uff0cOlympicArena\u652f\u6301\u591a\u6a21\u6001\uff08\u5c06\u8fd1\u534a\u6570\u7684\u9898\u76ee\u542b\u6709\u56fe\u7247\uff09\uff0c\u5e76\u91c7\u7528\u4e86\u4e0e\u73b0\u5b9e\u4e2d\u6700\u8d34\u5408\u7684\u6587\u672c-\u56fe\u50cf\u73af\u7ed5\u7684\u8f93\u5165\u683c\u5f0f\uff08interleaved text-image\uff09\uff0c\u5145\u5206\u6d4b\u8bd5\u4e86\u5927\u6a21\u578b\u5229\u7528\u89c6\u89c9\u4fe1\u606f\u534f\u52a9\u8fdb\u884c\u63a8\u7406\u7684\u80fd\u529b\u3002<\/section>\n<\/li>\n<li>\n<section>\u6781\u5177\u6311\u6218\u6027\uff1a\u4e0e\u4ee5\u5f80\u7684benchmark\u8981\u4e48\u805a\u7126\u4e8e\u9ad8\u4e2d\uff08\u9ad8\u8003\uff09\u9898\uff0c\u8981\u4e48\u805a\u7126\u4e8e\u5927\u5b66\u9898\u4e0d\u540c\uff0cOlympicArena\u66f4\u52a0\u805a\u7126\u4e8e\u66f4\u52a0\u7eaf\u7cb9\u7684\u590d\u6742\u63a8\u7406\u80fd\u529b\u7684\u8003\u5bdf\uff0c\u800c\u4e0d\u662f\u8003\u5bdf\u5927\u6a21\u578b\u5bf9\u6d77\u91cf\u77e5\u8bc6\u70b9\u7684\u8bb0\u5fc6\u3001\u53ec\u56de\u80fd\u529b\u6216\u662f\u7b80\u5355\u7684\u5e94\u7528\u80fd\u529b\u3002\u56e0\u6b64\uff0cOlympicArena\u4e2d\u6240\u6709\u7684\u9898\u76ee\u5747\u662f\u5965\u8d5b\u96be\u5ea6\u3002\u5e76\u4e14\uff0c\u4e3a\u4e86\u7ec6\u7c92\u5ea6\u7684\u8bc4\u4f30\u5927\u6a21\u578b\u5728\u4e0d\u540c\u7c7b\u578b\u7684\u63a8\u7406\u80fd\u529b\u4e0a\u7684\u8868\u73b0\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u603b\u7ed3\u5f52\u7eb3\u4e868\u79cd<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u63a8\u7406\u80fd\u529b\uff0c5\u79cd<mark data-type=\"tech_tasks\" data-id=\"0d8b9fe4-3e3e-45c8-b493-c66ded06d8de\">\u89c6\u89c9\u63a8\u7406<\/mark>\u80fd\u529b\uff0c\u540e\u7eed\u7279\u522b\u5206\u6790\u4e86\u73b0\u6709\u7684\u5927\u6a21\u578b\u5728\u4e0d\u540c\u7c7b\u578b\u7684\u63a8\u7406\u80fd\u529b\u4e0a\u8868\u73b0\u7684\u5dee\u5f02\u3002<\/section>\n<\/li>\n<li>\n<section>\u4e25\u8c28\uff1a\u5f15\u5bfc\u5927\u6a21\u578b\u7684\u5065\u5eb7\u53d1\u5c55\u662f\u5b66\u672f\u754c\u5e94\u8be5\u626e\u6f14\u7684\u89d2\u8272\uff0c\u76ee\u524d\u5728\u516c\u5f00\u7684benchmark\u4e2d\uff0c\u8bb8\u591a\u6d41\u884c\u5927\u6a21\u578b\u591a\u591a\u5c11\u5c11\u4f1a\u5b58\u5728\u6570\u636e\u6cc4\u9732\u95ee\u9898\uff08\u5373benchmark\u7684\u6d4b\u8bd5\u6570\u636e\u6cc4\u9732\u5728\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u4e2d\uff09\u3002\u56e0\u6b64\u7814\u7a76\u56e2\u961f\u4e13\u95e8\u6d4b\u8bd5\u4e86OlympicArena\u5728\u5f53\u4e0b\u4e00\u4e9b\u6d41\u884c\u5927\u6a21\u578b\u4e0a\u7684\u6570\u636e\u6cc4\u9732\u60c5\u51b5\uff0c\u4ee5\u66f4\u52a0\u4e25\u8c28\u7684\u9a8c\u8bc1\u8be5benchmark\u7684\u6709\u6548\u6027\u3002<\/section>\n<\/li>\n<li>\n<section>\u7ec6\u7c92\u5ea6\u7684\u8bc4\u4f30\uff1a\u4ee5\u5f80\u7684benchmark\u5f80\u5f80\u4ec5\u8bc4\u4f30\u5927\u6a21\u578b\u7ed9\u51fa\u7684\u6700\u7ec8\u7b54\u6848\u662f\u5426\u4e0e\u6b63\u786e\u7b54\u6848\u4e00\u81f4\uff0c\u8fd9\u5728\u975e\u5e38\u590d\u6742\u7684\u63a8\u7406\u95ee\u9898\u7684\u8bc4\u4f30\u4e2d\u662f\u7247\u9762\u7684\uff0c\u4e0d\u80fd\u5f88\u597d\u7684\u53cd\u6620\u51fa\u5f53\u4e0b\u6a21\u578b\u66f4\u52a0\u771f\u5b9e\u7684\u63a8\u7406\u80fd\u529b\u3002\u56e0\u6b64\uff0c\u7814\u7a76\u56e2\u961f\u9664\u4e86\u6709\u5bf9\u7b54\u6848\u7684\u8bc4\u4f30\uff0c\u8fd8\u52a0\u5165\u4e86\u5bf9\u9898\u76ee\u8fc7\u7a0b\uff08\u6b65\u9aa4\uff09\u6b63\u786e\u6027\u7684\u8bc4\u4f30\u3002\u540c\u65f6\uff0c\u7814\u7a76\u56e2\u961f\u4e5f\u4ece\u591a\u4e2a\u4e0d\u540c\u7684\u7ef4\u5ea6\u8fdb\u884c\u4e86\u4e0d\u540c\u7ed3\u679c\u7684\u5206\u6790\uff0c\u4f8b\u5982\uff0c\u5206\u6790\u6a21\u578b\u5728\u4e0d\u540c\u5b66\u79d1\u3001\u4e0d\u540c\u6a21\u6001\u3001\u4e0d\u540c\u63a8\u7406\u80fd\u529b\u4e0a\u7684\u8868\u73b0\u5dee\u5f02\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u4e0e\u76f8\u5173benchmark\u7684\u6bd4\u8f83<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7fa460957d43045fa0f3c43169384460.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7fa460957d43045fa0f3c43169384460.png\"><\/a><\/p>\n<section>\u4ece\u4e0a\u8868\u53ef\u4ee5\u770b\u51fa\uff1aOlympicArena\u65e0\u8bba\u662f\u5728\u5b66\u79d1\u3001\u8bed\u8a00\u3001\u6a21\u6001\u7684\u8986\u76d6\uff0c\u8fd8\u662f\u5728\u9898\u76ee\u7c7b\u578b\u7684\u591a\u6837\u6027\uff0c\u5bf9\u63a8\u7406\u80fd\u529b\u7684\u8003\u5bdf\u6df1\u5ea6\uff0c\u4ee5\u53ca\u8bc4\u4f30\u65b9\u5f0f\u7684\u5168\u9762\u6027\u4e0a\uff0c\u90fd\u4e0e\u73b0\u5b58\u7684\u5176\u4ed6\u4e00\u4e9b\u805a\u7126\u4e8e\u8bc4\u6d4b\u79d1\u5b66\u95ee\u9898\u7684benchmark\u6709\u663e\u8457\u7684\u5dee\u5f02\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u8bbe\u7f6e<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u5728OlympicArena\u4e0a\u6d4b\u8bd5\u4e86\u591a\u4e2a\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08LMM\uff09\u548c\u7eaf\u6587\u672c\u5927\u6a21\u578b\uff08LLM\uff09\u3002\u5bf9\u4e8e\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u4f7f\u7528\u4e86\u6587\u672c-\u56fe\u50cf\u73af\u7ed5\uff08interleaved text-image\uff09\u7684\u8f93\u5165\u5f62\u5f0f\uff1b\u800c\u5bf9\u4e8e\u7eaf\u6587\u672c\u5927\u6a21\u578b\uff0c\u5728\u4e24\u79cd\u8bbe\u7f6e\u4e0b\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u5206\u522b\u662f\u4e0d\u542b\u4efb\u4f55\u56fe\u7247\u4fe1\u606f\u7684\u7eaf\u6587\u672c\u8f93\u5165\uff08text-only LLMs\uff09\u548c\u5305\u542b\u56fe\u7247\u63cf\u8ff0\u4fe1\u606f\u7684\u7eaf\u6587\u672c\u8f93\u5165\uff08image caption + LLMs\uff09\u3002\u52a0\u5165\u7eaf\u6587\u672c\u5927\u6a21\u578b\u6d4b\u8bd5\u7684\u76ee\u7684\u4e0d\u4ec5\u662f\u4e3a\u4e86\u6269\u5927\u8be5benchmark\u7684\u9002\u7528\u8303\u56f4\uff08\u4f7f\u6240\u6709\u7684LLM\u90fd\u80fd\u53c2\u4e0e\u6392\u884c\u699c\uff09\uff0c\u66f4\u662f\u4e3a\u4e86\u66f4\u597d\u5730\u4e86\u89e3\u548c\u5206\u6790\u73b0\u6709\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u4e0e\u5176\u5bf9\u5e94\u7684\u7eaf\u6587\u672c\u5927\u6a21\u578b\u76f8\u6bd4\u65f6\uff0c\u662f\u5426\u80fd\u591f\u5145\u5206\u5229\u7528\u56fe\u7247\u4fe1\u606f\u63d0\u5347\u5176\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002\u6240\u6709\u5b9e\u9a8c\u5747\u4f7f\u7528zero-shot CoT prompts\uff0c\u7814\u7a76\u56e2\u961f\u9488\u5bf9\u6bcf\u79cd\u7b54\u6848\u7c7b\u578b\u8fdb\u884c\u4e86\u5b9a\u5236\uff0c\u5e76\u6307\u5b9a\u4e86\u8f93\u51fa\u683c\u5f0f\u4ee5\u4fbf\u4e8e<mark data-type=\"tech_tasks\" data-id=\"a33137c4-1edd-466f-a8ca-b7d3a8006b7a\">\u7b54\u6848\u63d0\u53d6<\/mark>\u548c\u57fa\u4e8e\u89c4\u5219\u7684\u5339\u914d\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-295dac79a69dbea24048d6418184d32e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-295dac79a69dbea24048d6418184d32e.png\"><\/a><\/p>\n<p>\u4e0d\u540c\u6a21\u578b\u5728OlympicArena\u4e0d\u540c\u5b66\u79d1\u4e0a\u7684<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\uff0c\u5176\u4e2dCS\u7f16\u7a0b\u9898\u7528\u65e0\u504fpass@k\u6307\u6807\uff0c\u5176\u4f59\u5747\u7528<mark data-type=\"concepts\" 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data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u5219\u96be\u4ee5\u8fbe\u523020%\u3002\u8fd9\u79cd\u660e\u663e\u7684\u5dee\u5f02\u7a81\u663e\u4e86\u8be5benchmark\u7684\u6311\u6218\u6027\uff0c\u8bc1\u660e\u5176\u5728\u63a8\u52a8\u5f53\u524dAI\u63a8\u7406\u80fd\u529b\u4e0a\u9650\u7684\u63d0\u5347\u4e0a\u53d1\u6325\u4e86\u5f88\u5927\u7684\u4fc3\u8fdb\u4f5c\u7528\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u89c2\u5bdf\u5230\u6570\u5b66\u548c\u7269\u7406\u4f9d\u7136\u662f\u6700\u96be\u7684\u4e24\u4e2a\u5b66\u79d1\uff0c\u56e0\u4e3a\u5b83\u4eec\u66f4\u52a0\u4f9d\u8d56\u4e8e\u590d\u6742\u7075\u6d3b\u7684\u63a8\u7406\u80fd\u529b\uff0c\u63a8\u7406\u7684\u6b65\u9aa4\u4e5f\u66f4\u591a\uff0c\u6240\u9700\u7efc\u5408\u5e94\u7528\u7684\u601d\u7ef4\u80fd\u529b\u4e5f\u66f4\u52a0\u591a\u6837\u3002\u800c\u50cf\u751f\u7269\u3001\u5730\u7406\u5b66\u79d1\uff0c<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u76f8\u5bf9\u9ad8\u4e00\u4e9b\uff0c\u56e0\u4e3a\u8fd9\u7c7b\u5b66\u79d1\u66f4\u6ce8\u91cd\u8003\u5bdf\u5229\u7528\u4e30\u5bcc\u7684\u79d1\u5b66\u77e5\u8bc6\u89e3\u51b3\u3001\u5206\u6790\u5b9e\u9645\u95ee\u9898\u7684\u80fd\u529b\uff0c\u4fa7\u91cd\u4e8e\u5bf9\u6eaf\u56e0\u3001<mark data-type=\"tech_methods\" data-id=\"0fa54d64-3560-4160-9551-c2f6449aefb1\">\u56e0\u679c\u63a8\u7406<\/mark>\u80fd\u529b\u7684\u8003\u5bdf\uff0c\u76f8\u6bd4\u590d\u6742\u7684\u5f52\u7eb3\u3001<mark data-type=\"tech_methods\" data-id=\"3caa6d5c-282e-4dba-83b1-28a9e1397095\">\u6f14\u7ece\u63a8\u7406<\/mark>\uff0c\u5927\u6a21\u578b\u66f4\u52a0\u5584\u4e8e\u501f\u52a9\u81ea\u5df1\u8bad\u7ec3\u9636\u6bb5\u83b7\u5f97\u7684\u4e30\u5bcc\u77e5\u8bc6\u8fdb\u884c\u6b64\u7c7b\u5b66\u79d1\u7684\u5206\u6790\u3002<\/section>\n<section><\/section>\n<section>\u8ba1\u7b97\u673a\u7f16\u7a0b\u7ade\u8d5b\u4e5f\u88ab\u8bc1\u660e\u662f\u975e\u5e38\u56f0\u96be\u7684\uff0c\u4e00\u4e9b\u5f00\u6e90\u6a21\u578b\u751a\u81f3\u65e0\u6cd5\u89e3\u51b3\u5176\u4e2d\u7684\u4efb\u4f55\u95ee\u9898\uff08<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u4e3a0\uff09\uff0c\u8fd9\u8868\u660e\u5f53\u524d\u6a21\u578b\u5728\u8bbe\u8ba1\u6709\u6548\u7b97\u6cd5\u4ee5\u7528\u7a0b\u5e8f\u89e3\u51b3\u590d\u6742\u95ee\u9898\u65b9\u9762\u7684\u80fd\u529b\u4f9d\u7136\u6709\u5f88\u5927\u7684\u63d0\u5347\u7a7a\u95f4\u3002<\/section>\n<section><\/section>\n<section>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cOlympicArena\u88ab\u63d0\u51fa\u7684\u521d\u8877\u4e0d\u662f\u4e00\u5473\u8ffd\u6c42\u9898\u76ee\u96be\u5ea6\uff0c\u800c\u662f\u5145\u5206\u6316\u6398\u5927\u6a21\u578b\u8de8\u5b66\u79d1\u3001\u8fd0\u7528\u591a\u79cd\u63a8\u7406\u80fd\u529b\u89e3\u51b3\u5b9e\u9645\u79d1\u5b66\u95ee\u9898\u7684\u80fd\u529b\u3002\u4e0a\u8ff0\u63d0\u5230\u7684\u8fd0\u7528\u590d\u6742\u63a8\u7406\u7684\u601d\u7ef4\u80fd\u529b\uff0c\u5229\u7528\u4e30\u5bcc\u7684\u79d1\u5b66\u77e5\u8bc6\u89e3\u51b3\u3001\u5206\u6790\u5b9e\u9645\u95ee\u9898\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u7f16\u5199\u9ad8\u6548\u3001\u51c6\u786e\u7684\u7a0b\u5e8f\u6c42\u89e3\u95ee\u9898\u7684\u80fd\u529b\uff0c\u90fd\u662f\u5728\u79d1\u7814\u9886\u57df\u4e0d\u53ef\u6216\u7f3a\u7684\uff0c\u4e5f\u662f\u8be5benchmark\u59cb\u7ec8\u4fa7\u91cd\u7684\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ec6\u7c92\u5ea6\u7684\u5b9e\u9a8c\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5b9e\u73b0\u66f4\u7ec6\u7c92\u5ea6\u7684\u5b9e\u9a8c\u7ed3\u679c\u5206\u6790\uff0c\u7814\u7a76\u56e2\u961f\u57fa\u4e8e\u4e0d\u540c\u7684\u6a21\u6001\u548c\u63a8\u7406\u80fd\u529b\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u8bc4\u4f30\u3002\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u8fdb\u884c\u4e86\u6a21\u578b\u5728\u9898\u76ee\u63a8\u7406\u8fc7\u7a0b\u4e0a\u7684\u8bc4\u4f30\u5206\u6790\u3002\u4e3b\u8981\u53d1\u73b0\u5982\u4e0b\uff1a<\/section>\n<section><\/section>\n<section><strong>\u6a21\u578b\u5728\u4e0d\u540c\u7684<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u63a8\u7406\u548c<mark data-type=\"tech_tasks\" data-id=\"0d8b9fe4-3e3e-45c8-b493-c66ded06d8de\">\u89c6\u89c9\u63a8\u7406<\/mark>\u80fd\u529b\u4e0a\u8868\u73b0\u5404\u5f02<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2b073fc419bbd7c8949323f654ae8364.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2b073fc419bbd7c8949323f654ae8364.png\"><\/a><\/p>\n<p>\u5404\u6a21\u578b\u5728<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u63a8\u7406\u548c<mark data-type=\"tech_tasks\" data-id=\"0d8b9fe4-3e3e-45c8-b493-c66ded06d8de\">\u89c6\u89c9\u63a8\u7406<\/mark>\u80fd\u529b\u4e0a\u7684\u8868\u73b0\u3002<mark data-type=\"concepts\" 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data-id=\"0d8b9fe4-3e3e-45c8-b493-c66ded06d8de\">\u89c6\u89c9\u63a8\u7406<\/mark>\u80fd\u529b\u65b9\u9762\uff0c\u6a21\u578b\u5728<mark data-type=\"tech_tasks\" data-id=\"4676abd4-83e5-47a9-a955-40fe94535398\">\u6a21\u5f0f\u8bc6\u522b<\/mark>\u548c\u89c6\u89c9\u6bd4\u8f83\u65b9\u9762\u8868\u73b0\u8f83\u597d\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u5b83\u4eec\u5728\u6d89\u53ca\u7a7a\u95f4\u548c\u51e0\u4f55\u63a8\u7406\u7684\u4efb\u52a1\u4ee5\u53ca\u9700\u8981\u7406\u89e3\u62bd\u8c61\u7b26\u53f7\u7684\u4efb\u52a1\u4e2d\u8868\u73b0\u8f83\u4e3a\u56f0\u96be\u3002\u4ece\u5bf9\u4e0d\u540c\u63a8\u7406\u80fd\u529b\u7684\u7ec6\u7c92\u5ea6\u5206\u6790\u6765\u770b\uff0c\u5927\u6a21\u578b\u6240\u6b20\u7f3a\u7684\u80fd\u529b\uff08\u5982\u5bf9\u590d\u6742\u95ee\u9898\u7684\u5206\u89e3\uff0c\u5bf9\u51e0\u4f55\u56fe\u5f62\u7684<mark data-type=\"tech_tasks\" data-id=\"0d8b9fe4-3e3e-45c8-b493-c66ded06d8de\">\u89c6\u89c9\u63a8\u7406<\/mark>\u7b49\uff09\u6b63\u662f\u79d1\u5b66\u7814\u7a76\u4e2d\u4e0d\u53ef\u6216\u7f3a\u3001\u81f3\u5173\u91cd\u8981\u7684\u80fd\u529b\uff0c\u8868\u660e\u4e86AI\u79bb\u771f\u6b63\u53ef\u4ee5\u5168\u65b9\u4f4d\u8f85\u52a9\u4eba\u7c7b\u8fdb\u884c\u79d1\u5b66\u7814\u7a76\u8fd8\u6709\u4e00\u6bb5\u8ddd\u79bb\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-cfd8c23e9f20ceea23d69f2f7de0d3aa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-cfd8c23e9f20ceea23d69f2f7de0d3aa.png\"><\/a><\/p>\n<p>\u4e0d\u540c\u591a\u6a21\u6001\u6a21\u578b\uff08LMMs\uff09\u53ca\u5176\u5bf9\u5e94\u7684\u7eaf\u6587\u672c\u6a21\u578b\uff08LLMs\uff09\u5728\u4e09\u79cd\u4e0d\u540c\u5b9e\u9a8c\u8bbe\u7f6e\u4e2d\u7684\u6bd4\u8f83\u3002<\/p>\n<section><strong>\u5927\u591a\u6570\u591a\u6a21\u6001\u6a21\u578b\uff08LMMs\uff09\u4f9d\u7136\u4e0d\u64c5\u957f\u5229\u7528\u89c6\u89c9\u4fe1\u606f\u534f\u52a9\u8fdb\u884c\u63a8\u7406<\/strong><\/section>\n<section><\/section>\n<section>\u5982\u4e0a\u56fe(a)\u6240\u793a\uff0c\u53ea\u6709\u5c11\u6570\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08\u5982GPT-4o\u548cQwen-VL-Chat\uff09\u5728\u6709\u56fe\u50cf\u8f93\u5165\u65f6\u76f8\u5bf9\u4e8e\u5176\u5bf9\u5e94\u7684\u7eaf\u6587\u672c\u6a21\u578b\u8868\u73b0\u51fa\u663e\u8457\u7684\u6027\u80fd\u63d0\u9ad8\u3002\u8bb8\u591a\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u56fe\u50cf\u8f93\u5165\u65f6\u6ca1\u6709\u8868\u73b0\u51fa\u6027\u80fd\u63d0\u5347\uff0c\u751a\u81f3\u5728\u5904\u7406\u56fe\u50cf\u65f6\u8868\u73b0\u51fa\u6548\u679c\u4e0b\u964d\u3002\u53ef\u80fd\u7684\u539f\u56e0\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u00a0\u5f53\u6587\u672c\u548c\u56fe\u50cf\u4e00\u8d77\u8f93\u5165\u65f6\uff0cLMMs\u53ef\u80fd\u66f4\u591a\u5730\u5173\u6ce8\u6587\u672c\uff0c\u5ffd\u7565\u56fe\u50cf\u4e2d\u7684\u4fe1\u606f\u3002<\/section>\n<\/li>\n<li>\n<section>\u00a0 \u4e00\u4e9bLMMs\u5728\u57fa\u4e8e\u5176\u6587\u672c\u6a21\u578b\u8bad\u7ec3\u89c6\u89c9\u80fd\u529b\u65f6\uff0c\u53ef\u80fd\u4f1a\u4e27\u5931\u5176\u56fa\u6709\u7684\u4e00\u4e9b\u8bed\u8a00\u80fd\u529b\uff08\u4f8b\u5982\uff0c\u63a8\u7406\u80fd\u529b\uff09\uff0c\u8fd9\u5728\u672c\u9879\u76ee\u7684\u590d\u6742\u573a\u666f\u4e2d\u5c24\u4e3a\u660e\u663e\u3002<\/section>\n<\/li>\n<li>\n<section>\u00a0 \u8be5benchmark\u7684\u9898\u76ee\u4f7f\u7528\u4e86\u590d\u6742\u7684\u6587\u672c-\u56fe\u50cf\u73af\u7ed5\u7684\u8f93\u5165\u683c\u5f0f\uff0c\u4e00\u4e9b\u6a21\u578b\u65e0\u6cd5\u5f88\u597d\u5730\u652f\u6301\u8fd9\u4e00\u683c\u5f0f\uff0c\u5bfc\u81f4\u5176\u4e0d\u80fd\u5f88\u597d\u7684\u5904\u7406\u548c\u7406\u89e3\u5d4c\u5165\u6587\u672c\u4e2d\u7684\u56fe\u50cf\u4f4d\u7f6e\u4fe1\u606f\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u800c\u5728\u79d1\u5b66\u7814\u7a76\u4e2d\uff0c\u5f80\u5f80\u4f34\u968f\u7740\u975e\u5e38\u6d77\u91cf\u7684\u56fe\u8868\u3001\u51e0\u4f55\u56fe\u5f62\u3001\u53ef\u89c6\u5316\u6570\u636e\u7b49\u89c6\u89c9\u4fe1\u606f\uff0c\u53ea\u6709\u5f53AI\u53ef\u4ee5\u5a34\u719f\u7684\u4f7f\u7528\u5176\u89c6\u89c9\u80fd\u529b\u534f\u52a9\u63a8\u7406\u65f6\uff0c\u624d\u53ef\u4ee5\u6709\u52a9\u4e8e\u63a8\u52a8\u79d1\u5b66\u7814\u7a76\u7684\u6548\u7387\u548c\u521b\u65b0\uff0c\u6210\u4e3a\u89e3\u51b3\u590d\u6742\u79d1\u5b66\u95ee\u9898\u5f3a\u6709\u529b\u7684\u5de5\u5177\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c403d3a3e977699db7a03e70d3b4d564.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c403d3a3e977699db7a03e70d3b4d564.png\"><\/a><\/p>\n<p>\u5de6\u56fe\uff1a\u6240\u6709\u6a21\u578b\u5728\u6240\u6709\u8fdb\u884c\u63a8\u7406\u8fc7\u7a0b\u8bc4\u4f30\u7684\u95ee\u9898\u4e2d\u7684\uff0c\u7b54\u6848\u7684\u6b63\u786e\u7387\u548c\u8fc7\u7a0b\u7684\u6b63\u786e\u7387\u7684\u76f8\u5173\u6027\u3002\u53f3\u56fe\uff1a\u9519\u8bef\u8fc7\u7a0b\u6b65\u9aa4\u4f4d\u7f6e\u7684\u5206\u5e03\u3002<\/p>\n<section><strong>\u63a8\u7406\u6b65\u9aa4\u7684\u8bc4\u4f30\u7ed3\u679c\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u5bf9\u6a21\u578b\u63a8\u7406\u6b65\u9aa4\u8fdb\u884c\u6b63\u786e\u6027\u7684\u7ec6\u7c92\u5ea6\u8bc4\u4f30\uff0c\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5982\u4e0a\u56fe(b)\u6240\u793a\uff0c\u6b65\u9aa4\u5c42\u9762\u8bc4\u4f30\u7684\u7ed3\u679c\u548c\u4ec5\u4ec5\u4f9d\u9760\u7b54\u6848\u7684\u8bc4\u4f30\u4e4b\u95f4\u901a\u5e38\u5177\u6709\u9ad8\u5ea6\u4e00\u81f4\u6027\u3002\u5f53\u6a21\u578b\u751f\u6210\u6b63\u786e\u7b54\u6848\u65f6\uff0c\u5176\u63a8\u7406\u8fc7\u7a0b\u7684\u8d28\u91cf\u5927\u591a\u8f83\u9ad8\u3002<\/section>\n<\/li>\n<li>\n<section>\u63a8\u7406\u8fc7\u7a0b\u7684<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u901a\u5e38\u9ad8\u4e8e\u53ea\u770b\u7b54\u6848\u7684<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u3002\u8fd9\u8868\u660e\u5373\u4f7f\u662f\u975e\u5e38\u590d\u6742\u7684\u95ee\u9898\uff0c\u6a21\u578b\u4e5f\u80fd\u6b63\u786e\u6267\u884c\u4e00\u4e9b\u4e2d\u95f4\u6b65\u9aa4\u3002\u56e0\u6b64\uff0c\u6a21\u578b\u5728\u8ba4\u77e5\u63a8\u7406\u65b9\u9762\u53ef\u80fd\u5177\u6709\u663e\u8457\u7684\u6f5c\u529b\uff0c\u8fd9\u4e3a\u7814\u7a76\u4eba\u5458\u5f00\u8f9f\u4e86\u65b0\u7684\u7814\u7a76\u65b9\u5411\u3002\u7814\u7a76\u56e2\u961f\u8fd8\u53d1\u73b0\uff0c\u5728\u67d0\u4e9b\u5b66\u79d1\u4e2d\uff0c\u4e00\u4e9b\u5728\u53ea\u53c2\u7167\u7b54\u6848\u8bc4\u4f30\u65f6\u8868\u73b0\u826f\u597d\u7684\u6a21\u578b\u5728\u63a8\u7406\u8fc7\u7a0b\u4e0a\u8868\u73b0\u4e0d\u4f73\u3002\u7814\u7a76\u56e2\u961f\u63a8\u6d4b\u8fd9\u662f\u56e0\u4e3a\u6a21\u578b\u5728\u751f\u6210\u7b54\u6848\u65f6\u6709\u65f6\u4f1a\u5ffd\u7565\u4e2d\u95f4\u6b65\u9aa4\u7684\u5408\u7406\u6027\uff0c\u5c3d\u7ba1\u8fd9\u4e9b\u6b65\u9aa4\u5bf9\u6700\u7ec8\u7ed3\u679c\u53ef\u80fd\u5e76\u4e0d\u5173\u952e\u3002<\/section>\n<\/li>\n<li>\n<section>\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u5bf9\u9519\u8bef\u6b65\u9aa4\u7684\u4f4d\u7f6e\u5206\u5e03\u8fdb\u884c\u4e86\u7edf\u8ba1\u5206\u6790\uff08\u89c1\u56fec\uff09\uff0c\u53d1\u73b0\u8f83\u9ad8\u6bd4\u4f8b\u7684\u9519\u8bef\u53d1\u751f\u5728\u4e00\u9898\u4e2d\u8f83\u540e\u7684\u63a8\u7406\u6b65\u9aa4\u3002\u8fd9\u8868\u660e\u968f\u7740\u63a8\u7406\u8fc7\u7a0b\u7684\u7d2f\u79ef\uff0c\u6a21\u578b\u66f4\u5bb9\u6613\u51fa\u9519\uff0c\u5e76\u4ea7\u751f\u9519\u8bef\u7684\u7d2f\u79ef\uff0c\u8fd9\u8868\u660e\u6a21\u578b\u5728\u5904\u7406\u957f\u94fe<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u63a8\u7406\u65f6\u4ecd\u7136\u6709\u5f88\u5927\u7684\u63d0\u5347\u7a7a\u95f4\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u56e2\u961f\u4e5f\u547c\u5401\u6240\u6709\u7814\u7a76\u8005\u5728AI\u63a8\u7406\u4efb\u52a1\u4e2d\u66f4\u591a\u5730\u5173\u6ce8\u6a21\u578b\u63a8\u7406\u8fc7\u7a0b\u7684\u76d1\u7763\u548c\u8bc4\u4f30\u3002\u8fd9\u4e0d\u4ec5\u53ef\u4ee5\u63d0\u9ad8AI\u7cfb\u7edf\u7684\u53ef\u4fe1\u5ea6\u548c\u900f\u660e\u5ea6\uff0c\u5e2e\u52a9\u66f4\u597d\u5730\u7406\u89e3\u6a21\u578b\u7684\u63a8\u7406\u8def\u5f84\uff0c\u8fd8\u80fd\u8bc6\u522b\u51fa\u6a21\u578b\u5728\u590d\u6742\u63a8\u7406\u4e2d\u7684\u8584\u5f31\u73af\u8282\uff0c\u4ece\u800c\u6307\u5bfc\u6539\u8fdb\u6a21\u578b\u7ed3\u6784\u548c\u8bad\u7ec3\u65b9\u6cd5\u3002\u901a\u8fc7\u7ec6\u81f4\u7684\u8fc7\u7a0b\u76d1\u7763\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u6316\u6398AI\u7684\u6f5c\u529b\uff0c\u63a8\u52a8\u5176\u5728\u79d1\u5b66\u7814\u7a76\u548c\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u5e7f\u6cdb\u5e94\u7528\u3002<\/section>\n<section><\/section>\n<section><strong>\u6a21\u578b\u9519\u8bef\u7c7b\u578b\u7684\u5206\u6790<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d4249968e64904bcac8e749a60812282.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d4249968e64904bcac8e749a60812282.png\"><\/a><\/p>\n<section>\u7814\u7a76\u56e2\u961f\u91c7\u6837\u4e86 GPT-4V \u56de\u7b54\u9519\u8bef\u7684112\u9053\u9898\uff08\u6bcf\u4e2a\u5b66\u79d1 16 \u9053\u9898\u76ee\uff0c\u5176\u4e2d 8 \u9053\u4e3a\u7eaf\u6587\u672c\u9898\u76ee\uff0c8 \u9053\u4e3a\u591a\u6a21\u6001\u9898\u76ee\uff09\uff0c\u5e76\u4eba\u5de5\u6807\u6ce8\u8fd9\u4e9b\u9519\u8bef\u7684\u539f\u56e0\u3002\u5982\u4e0a\u56fe\uff0c\u63a8\u7406\u9519\u8bef\uff08\u5305\u62ec<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u63a8\u7406\u9519\u8bef\u548c<mark data-type=\"tech_tasks\" data-id=\"0d8b9fe4-3e3e-45c8-b493-c66ded06d8de\">\u89c6\u89c9\u63a8\u7406<\/mark>\u9519\u8bef\uff09\u6784\u6210\u4e86\u6700\u5927\u7684\u9519\u8bef\u539f\u56e0\uff0c\u8fd9\u8868\u660e\u6211\u4eec\u7684<mark data-type=\"concepts\" 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href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c2f6b6bab9d2bf0e0e0cd7fac9e35599.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c2f6b6bab9d2bf0e0e0cd7fac9e35599.png\"><\/a><\/p>\n<p>\u4e00\u4e2aGPT-4V\u5728\u6570\u5b66\u5965\u8d5b\u9898\u4e0a\u72af\u9519\u7684\u4f8b\u5b50<\/p>\n<section><strong>\u6570\u636e\u6cc4\u9732\u68c0\u6d4b<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-f7aabc3c31a07968e78e075237205ef0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" 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href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-ea52edde36bf7a8f48f35552643177dc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-ea52edde36bf7a8f48f35552643177dc.png\"><\/a><\/p>\n<section><strong>\u7ed3\u8bed<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5c3d\u7ba1OlympicArena\u5177\u6709\u975e\u5e38\u9ad8\u7684\u4ef7\u503c\uff0c\u4f46\u7814\u7a76\u56e2\u961f\u8868\u793a\u672a\u6765\u4ecd\u6709\u4e0d\u5c11\u5de5\u4f5c\u8981\u505a\u3002\u9996\u5148\uff0cOlympicArena benchmark\u4e0d\u53ef\u907f\u514d\u5730\u4f1a\u5f15\u5165\u4e86\u4e00\u4e9b\u566a\u58f0\u6570\u636e\uff0c\u4f5c\u8005\u5c06\u79ef\u6781\u5229\u7528\u793e\u533a\u53cd\u9988\u6765\u4e0d\u65ad\u6539\u8fdb\u5b8c\u5584\u3002\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u8ba1\u5212\u6bcf\u5e74\u53d1\u5e03<mark data-type=\"concepts\" 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[&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 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