{"id":36501,"date":"2025-01-12T18:00:25","date_gmt":"2025-01-12T10:00:25","guid":{"rendered":"https:\/\/17aitech.com\/?p=36501"},"modified":"2025-01-12T18:00:25","modified_gmt":"2025-01-12T10:00:25","slug":"neurips-2024-%e7%9c%9f%e5%ae%9e%e4%b8%96%e7%95%8c%e5%a4%8d%e6%9d%82%e4%bb%bb%e5%8a%a1%ef%bc%8c%e5%85%a8%e6%96%b0%e5%9f%ba%e5%87%86gta%e5%8a%a9%e5%8a%9b%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36501","title":{"rendered":"NeurIPS 2024 | \u771f\u5b9e\u4e16\u754c\u590d\u6742\u4efb\u52a1\uff0c\u5168\u65b0\u57fa\u51c6GTA\u52a9\u529b\u5927\u6a21\u578b\u5de5\u5177\u8c03\u7528\u80fd\u529b\u8bc4\u6d4b"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-04-2\" target=\"_blank\">NeurIPS 2024 | \u771f\u5b9e\u4e16\u754c\u590d\u6742\u4efb\u52a1\uff0c\u5168\u65b0\u57fa\u51c6GTA\u52a9\u529b\u5927\u6a21\u578b\u5de5\u5177\u8c03\u7528\u80fd\u529b\u8bc4\u6d4b<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60352a86bbd651ccb0557ac6e9e51d01.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60352a86bbd651ccb0557ac6e9e51d01.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\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\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<section><\/section>\n<section><strong>\u672c\u7bc7\u8bba\u6587\u5df2\u88ab NeurIPS 2024 Dataset &amp; Benchmark Track \u63a5\u6536\uff0c\u4f5c\u8005\u6765\u81ea\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66 IWIN \u8ba1\u7b97\u667a\u80fd\u56e2\u961f\u548c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u3002\u5176\u4e2d\uff0c\u7b2c\u4e00\u4f5c\u8005\u738b\u9aa5\u6cfd\u662f\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u81ea\u52a8\u5316\u7cfb\u4e00\u5e74\u7ea7\u535a\u58eb\u751f\uff0c\u7814\u7a76\u65b9\u5411\u6d89\u53ca\u5927\u6a21\u578b\u667a\u80fd\u4f53\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5229\u7528\u8bed\u8a00\u6a21\u578b\u8c03\u7528\u5de5\u5177\uff0c\u662f\u5b9e\u73b0\u901a\u7528\u76ee\u6807\u667a\u80fd\u4f53\uff08general-purpose agents\uff09\u7684\u91cd\u8981\u9014\u5f84\uff0c\u5bf9\u8bed\u8a00\u6a21\u578b\u7684\u5de5\u5177\u8c03\u7528\u80fd\u529b\u63d0\u51fa\u4e86\u6311\u6218\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u5de5\u5177\u8bc4\u6d4b\u548c\u771f\u5b9e\u4e16\u754c\u573a\u666f\u5b58\u5728\u5f88\u5927\u5dee\u8ddd\uff0c\u5c40\u9650\u6027\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/section>\n<ul>\n<li>\n<p>\u8bc4\u4f30\u95ee\u9898\u901a\u5e38\u662f AI \u751f\u6210\u7684\uff0c\u5f62\u5f0f\u56fa\u5b9a\uff1b<\/p>\n<\/li>\n<li>\n<p>\u903b\u8f91\u94fe\u7b80\u5355\uff0c\u4e0d\u6d89\u53ca\u590d\u6742\u591a\u6b65\u63a8\u7406\uff1b<\/p>\n<\/li>\n<li>\n<p>\u8f93\u5165\u662f\u7eaf\u6587\u672c\u5f62\u5f0f\uff0c\u6a21\u6001\u5355\u4e00\uff1b<\/p>\n<\/li>\n<li>\n<p>\u6ca1\u6709\u90e8\u7f72\u771f\u5b9e\u53ef\u6267\u884c\u7684\u5de5\u5177\uff0c\u65e0\u6cd5\u7aef\u5230\u7aef\u8bc4\u6d4b\u3002<\/p>\n<\/li>\n<\/ul>\n<section>\u4e3a\u4e86\u7a81\u7834\u8fd9\u4e9b\u5c40\u9650\uff0c\u6765\u81ea\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u4e0e\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86 GTA\uff08a benchmark for General Tool Agents\uff09\uff0c\u4e00\u4e2a\u7528\u4e8e\u8bc4\u4f30\u901a\u7528\u5de5\u5177\u667a\u80fd\u4f53\u7684\u5168\u65b0\u57fa\u51c6\uff0c\u4e3b\u8981\u7279\u6027\u5305\u62ec\uff1a<\/section>\n<ul>\n<li>\n<p>\u771f\u5b9e\u7684\u7528\u6237\u95ee\u9898<\/p>\n<\/li>\n<li>\n<p>\u771f\u5b9e\u90e8\u7f72\u7684\u5de5\u5177<\/p>\n<\/li>\n<li>\n<p>\u591a\u6a21\u6001\u8f93\u5165\u8f93\u51fa<\/p>\n<\/li>\n<\/ul>\n<section>GTA \u901a\u8fc7\u8bbe\u8ba1\u771f\u5b9e\u4e16\u754c\u573a\u666f\u7684\u7528\u6237\u95ee\u9898\u3001\u771f\u5b9e\u90e8\u7f72\u7684\u5de5\u5177\u548c\u591a\u6a21\u6001\u8f93\u5165\uff0c\u5efa\u7acb\u4e86\u4e00\u4e2a\u5168\u9762\u3001\u7ec6\u7c92\u5ea6\u7684\u8bc4\u4f30\u6846\u67b6\uff0c\u80fd\u591f\u6709\u6548\u8bc4\u4f30\u5927\u8bed\u8a00\u6a21\u578b\u5728\u590d\u6742\u771f\u5b9e\u573a\u666f\u4e0b\u7684\u5de5\u5177\u4f7f\u7528\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ff3df27f58ceb9b95188808413a9d6c2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ff3df27f58ceb9b95188808413a9d6c2.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aGTA: A Benchmark for General Tool Agents<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2407.08713<\/p>\n<\/li>\n<li>\n<p>\u4ee3\u7801\u548c\u6570\u636e\u96c6\u94fe\u63a5: https:\/\/github.com\/open-compass\/GTA<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u4e3b\u9875: \u00a0https:\/\/open-compass.github.io\/GTA<\/p>\n<\/li>\n<li>\n<p>Hugging Face\uff1ahttps:\/\/huggingface.co\/datasets\/Jize1\/GTA<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-56380e811cc8ce31c4a8c687296b325f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-56380e811cc8ce31c4a8c687296b325f.png\"><\/a><\/section>\n<section>GTA \u4e2d\u7684\u7528\u6237\u95ee\u9898\u4e0e\u73b0\u6709\u5de5\u5177\u8bc4\u6d4b\u7684\u7528\u6237\u95ee\u9898\u5bf9\u6bd4\u5982\u4e0b\u8868\u6240\u793a\u3002ToolBench \u548c m&amp;m&#8217;s \u4e2d\u7684\u95ee\u9898\u660e\u663e\u5730\u5305\u542b\u4e86\u9700\u8981\u8c03\u7528\u7684\u5de5\u5177\uff08\u84dd\u8272\u5b57\uff09\u4ee5\u53ca\u6b65\u9aa4\uff08\u7ea2\u8272\u5b57\uff09\u3002APIBench \u4e2d\u7684\u95ee\u9898\u8f83\u4e3a\u7b80\u5355\uff0c\u4ec5\u5305\u542b\u5355\u4e2a\u6b65\u9aa4\u3002\u76f8\u8f83\u800c\u8a00\uff0cGTA \u7684\u95ee\u9898\u65e2\u662f\u6b65\u9aa4\u9690\u542b\u7684\uff0c\u4e5f\u662f\u5de5\u5177\u9690\u542b\u7684\uff0c\u5e76\u4e14\u662f\u57fa\u4e8e\u73b0\u5b9e\u4e16\u754c\u573a\u666f\u7684\u3001\u5bf9\u4eba\u7c7b\u6709\u5e2e\u52a9\u7684\u4efb\u52a1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5ffc9688e4e2f057ed5fd12d97a2d307.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5ffc9688e4e2f057ed5fd12d97a2d307.png\"><\/a><\/section>\n<section>GTA \u7684\u8bc4\u4f30\u7ed3\u679c\u8868\u660e\uff0cGPT-4 \u5728\u9762\u5bf9\u771f\u5b9e\u4e16\u754c\u95ee\u9898\u65f6\u4ec5\u5b8c\u6210\u4e0d\u5230 50% \u7684\u4efb\u52a1\uff0c\u800c\u5927\u591a\u6570\u6a21\u578b\u5b8c\u6210\u7387\u4f4e\u4e8e 25%\u3002\u63ed\u793a\u4e86\u73b0\u6709\u6a21\u578b\u5728\u5904\u7406\u771f\u5b9e\u4e16\u754c\u95ee\u9898\u65f6\u9762\u4e34\u7684\u5de5\u5177\u4f7f\u7528\u74f6\u9888\uff0c\u4e3a\u672a\u6765\u7684\u901a\u7528\u5de5\u5177\u667a\u80fd\u4f53\u63d0\u4f9b\u4e86\u6539\u8fdb\u65b9\u5411\u3002<\/section>\n<section><\/section>\n<section><strong>\u8bbe\u8ba1\u51c6\u5219<\/strong><\/section>\n<section><\/section>\n<section>GTA \u4e3b\u8981\u6709\u4e09\u4e2a\u6838\u5fc3\u7279\u6027\uff0c\u6765\u8bc4\u4f30\u5927\u8bed\u8a00\u6a21\u578b\u5728\u771f\u5b9e\u4e16\u754c\u573a\u666f\u4e0b\u7684\u5de5\u5177\u4f7f\u7528\u80fd\u529b\uff1a<\/section>\n<ul>\n<li>\n<p>\u771f\u5b9e\u7528\u6237\u67e5\u8be2\uff1a\u5305\u542b 229 \u4e2a\u4eba\u7c7b\u64b0\u5199\u7684\u95ee\u9898\uff0c\u95ee\u9898\u5177\u6709\u7b80\u5355\u7684\u771f\u5b9e\u4e16\u754c\u76ee\u6807\uff0c\u4f46\u89e3\u51b3\u6b65\u9aa4\u662f\u9690\u542b\u7684\uff0c\u5de5\u5177\u4e5f\u662f\u9690\u542b\u7684\uff0c\u8981\u6c42\u6a21\u578b\u901a\u8fc7\u63a8\u7406\u6765\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u5e76\u89c4\u5212\u64cd\u4f5c\u6b65\u9aa4\u3002<\/p>\n<\/li>\n<li>\n<p>\u771f\u5b9e\u90e8\u7f72\u7684\u5de5\u5177\uff1aGTA \u63d0\u4f9b\u4e86\u5de5\u5177\u90e8\u7f72\u5e73\u53f0\uff0c\u6db5\u76d6\u611f\u77e5\u3001\u64cd\u4f5c\u3001\u903b\u8f91\u548c\u521b\u4f5c\u56db\u5927\u7c7b\u5171 14 \u79cd\u5de5\u5177\uff0c\u80fd\u591f\u771f\u5b9e\u53cd\u6620\u667a\u80fd\u4f53\u5b9e\u9645\u7684\u4efb\u52a1\u6267\u884c\u6027\u80fd\u3002<\/p>\n<\/li>\n<li>\n<p>\u591a\u6a21\u6001\u8f93\u5165\u8f93\u51fa\uff1a\u9664\u4e86\u6587\u672c\uff0cGTA \u8fd8\u5f15\u5165\u4e86\u7a7a\u95f4\u573a\u666f\u3001\u7f51\u9875\u622a\u56fe\u3001\u8868\u683c\u3001\u4ee3\u7801\u7247\u6bb5\u3001\u624b\u5199 \/ \u6253\u5370\u6750\u6599\u7b49\u591a\u6a21\u6001\u8f93\u5165\uff0c\u8981\u6c42\u6a21\u578b\u5904\u7406\u8fd9\u4e9b\u4e30\u5bcc\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5e76\u7ed9\u51fa\u6587\u672c\u6216\u56fe\u50cf\u8f93\u51fa\u3002\u8fd9\u4f7f\u5f97\u4efb\u52a1\u66f4\u52a0\u63a5\u8fd1\u5b9e\u9645\u5e94\u7528\u573a\u666f\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u8bc4\u4f30\u7684\u771f\u5b9e\u6027\u548c\u590d\u6742\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u6570\u636e\u96c6\u6784\u5efa<\/strong><\/section>\n<section><\/section>\n<section>\u6570\u636e\u96c6\u6784\u5efa\u6d41\u7a0b\u5305\u542b\u4e24\u4e2a\u6b65\u9aa4\uff1a<\/section>\n<section><\/section>\n<section>1. \u95ee\u9898\u6784\u5efa\u3002\u4e13\u5bb6\u8bbe\u8ba1\u95ee\u9898\u6837\u4f8b\u548c\u6807\u6ce8\u6587\u6863\uff0c\u6807\u6ce8\u4eba\u5458\u6309\u7167\u6807\u6ce8\u6587\u6863\u4e2d\u7684\u6307\u793a\uff0c\u8fdb\u884c\u5934\u8111\u98ce\u66b4\uff0c\u57fa\u4e8e\u95ee\u9898\u6837\u4f8b\u8bbe\u8ba1\u66f4\u591a\u7684\u95ee\u9898\uff0c\u6700\u7ec8\u5f97\u5230\u95ee\u9898\u96c6\u3002<\/section>\n<section>2. \u7b54\u6848\u6784\u5efa\u3002\u6807\u6ce8\u4eba\u5458\u624b\u52a8\u8c03\u7528\u90e8\u7f72\u597d\u7684\u5de5\u5177\uff0c\u786e\u4fdd\u6bcf\u4e2a\u95ee\u9898\u90fd\u53ef\u4ee5\u7528\u63d0\u4f9b\u7684\u5de5\u5177\u89e3\u51b3\u3002\u7136\u540e\uff0c\u6807\u6ce8\u4eba\u5458\u6839\u636e\u5de5\u5177\u8c03\u7528\u8fc7\u7a0b\u548c\u5de5\u5177\u8fd4\u56de\u7ed3\u679c\uff0c\u5bf9\u6bcf\u4e2a\u95ee\u9898\u7684\u5de5\u5177\u8c03\u7528\u94fe\u8fdb\u884c\u6807\u6ce8\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8ba9\u8bc4\u6d4b\u96c6\u66f4\u5168\u9762\u5730\u8986\u76d6\u771f\u5b9e\u573a\u666f\uff0c\u7814\u7a76\u56e2\u961f\u91c7\u7528\u4e86\u591a\u6837\u5316\u7684\u6269\u5c55\u7b56\u7565\uff0c\u5305\u62ec\u573a\u666f\u591a\u6837\u5316\u3001\u5de5\u5177\u7ec4\u5408\u591a\u6837\u5316\u7b49\u3002\u6700\u7ec8\u5f97\u5230\u7684\u8bc4\u6d4b\u96c6\u5305\u542b\u591a\u56fe\u63a8\u7406\u3001\u56fe\u8868\u5206\u6790\u3001\u7f16\u7a0b\u3001\u89c6\u89c9\u4ea4\u4e92\u3001\u7f51\u9875\u6d4f\u89c8\u3001\u6570\u5b66\u3001\u521b\u610f\u827a\u672f\u7b49\u591a\u79cd\u573a\u666f\uff0c\u786e\u4fdd\u4e86\u8bc4\u4f30\u4efb\u52a1\u7684\u5168\u9762\u6027\u548c\u591a\u6837\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8c12a544aea22c4fd6357f0de6fd00c0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8c12a544aea22c4fd6357f0de6fd00c0.png\"><\/a><\/section>\n<section><strong>\u95ee\u9898\u793a\u4f8b<\/strong><\/section>\n<section><\/section>\n<section>\u6700\u7ec8\u5171\u5f97\u5230 229 \u4e2a\u771f\u5b9e\u573a\u666f\u4e0b\u7684\u4efb\u52a1\uff0c\u6240\u6709\u95ee\u9898\u90fd\u9690\u542b\u5de5\u5177\u548c\u6b65\u9aa4\uff0c\u5e76\u4e14\u5305\u542b\u591a\u6a21\u6001\u4e0a\u4e0b\u6587\u8f93\u5165\u3002\u8fd9\u4e9b\u4efb\u52a1\u57fa\u4e8e\u73b0\u5b9e\u4e16\u754c\u573a\u666f\uff0c\u76ee\u6807\u660e\u786e\u4e14\u6613\u4e8e\u7406\u89e3\uff0c\u5b8c\u6210\u4efb\u52a1\u5bf9\u4eba\u7c7b\u6709\u5e2e\u52a9\uff0c\u4f46\u5bf9\u4e8e AI \u52a9\u624b\u6765\u8bf4\u8f83\u4e3a\u590d\u6742\u3002JSON \u683c\u5f0f\u7684\u6570\u636e\u793a\u4f8b\u53ef\u4ee5\u5728 Hugging Face \u4e0a\u627e\u5230\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-e1a1e592c820591c15def1141c9428c2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-e1a1e592c820591c15def1141c9428c2.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f7afba52f1caf9b9b9fc210065b14142.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f7afba52f1caf9b9b9fc210065b14142.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65311ae6822efa38dfdb23cb333edf2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65311ae6822efa38dfdb23cb333edf2.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-cc0d6988f2d9110a91f1146d4adbdbc6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-cc0d6988f2d9110a91f1146d4adbdbc6.png\"><\/a><\/section>\n<section><strong>\u6a21\u578b\u8bc4\u6d4b<\/strong><\/section>\n<section><\/section>\n<section>GTA \u5728\u4e24\u79cd\u6a21\u5f0f\u4e0b\u8bc4\u4f30\u8bed\u8a00\u6a21\u578b\uff1a<\/section>\n<ul>\n<li>\n<p>\u9010\u6b65\u6a21\u5f0f (step-by-step mode)\u3002\u8be5\u6a21\u5f0f\u65e8\u5728\u7ec6\u7c92\u5ea6\u5730\u8bc4\u4f30\u6a21\u578b\u7684\u5de5\u5177\u4f7f\u7528\u80fd\u529b\u3002\u5728\u8be5\u6a21\u5f0f\u4e0b\uff0cground truth \u5de5\u5177\u94fe\u7684\u524d n \u6b65\u4f5c\u4e3a prompt\uff0c\u6a21\u578b\u9884\u6d4b\u7b2c n + 1 \u6b65\u7684\u64cd\u4f5c\u3002\u5728\u9010\u6b65\u6a21\u5f0f\u4e0b\uff0c\u8bbe\u8ba1\u56db\u4e2a\u6307\u6807\uff1aInstAcc\uff08\u6307\u4ee4\u9075\u5faa\u51c6\u786e\u7387\uff09\u3001ToolAcc\uff08\u5de5\u5177\u9009\u62e9\u51c6\u786e\u7387\uff09\u3001ArgAcc\uff08\u53c2\u6570\u9884\u6d4b\u51c6\u786e\u7387\uff09\u548c SummAcc\uff08\u7b54\u6848\u603b\u7ed3\u51c6\u786e\u7387\uff09\u3002<\/p>\n<\/li>\n<li>\n<p>\u7aef\u5230\u7aef\u6a21\u5f0f (end-to-end mode)\u3002\u8be5\u6a21\u5f0f\u65e8\u5728\u53cd\u6620\u667a\u80fd\u4f53\u5b9e\u9645\u6267\u884c\u4efb\u52a1\u65f6\u7684\u8868\u73b0\u3002\u5728\u8fd9\u79cd\u6a21\u5f0f\u4e0b\uff0c\u6a21\u578b\u4f1a\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\u5e76\u89e3\u51b3\u95ee\u9898\uff0c\u800c\u65e0\u5916\u90e8\u5f15\u5bfc\u3002\u4f7f\u7528 AnsAcc\uff08\u6700\u7ec8\u7b54\u6848\u51c6\u786e\u7387\uff09\u6765\u8861\u91cf\u6267\u884c\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002\u6b64\u5916\uff0c\u8fd8\u8ba1\u7b97\u4e86\u5de5\u5177\u9009\u62e9\u65b9\u9762\u7684\u56db\u4e2a F1 score\uff1aP\u3001L\u3001O\u3001C\uff0c\u5206\u522b\u8861\u91cf\u611f\u77e5 (Perception)\u3001\u64cd\u4f5c (Operation)\u3001\u903b\u8f91 (Logic) \u548c\u521b\u4f5c (Creativity) \u7c7b\u522b\u7684\u5de5\u5177\u9009\u62e9\u80fd\u529b\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f1debdb703d718d0ff3da54a1bebc075.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f1debdb703d718d0ff3da54a1bebc075.png\"><\/a><\/section>\n<section>\u8bc4\u6d4b\u7ed3\u679c\u8868\u660e\uff0c\u76ee\u524d\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5728\u590d\u6742\u771f\u5b9e\u573a\u666f\u4efb\u52a1\u7684\u5de5\u5177\u8c03\u7528\u4e0a\u4ecd\u5b58\u5728\u660e\u663e\u7684\u5c40\u9650\u6027\u3002GPT-4 \u5728 GTA \u4e0a\u4ec5\u80fd\u5b8c\u6210 46.59% \u7684\u4efb\u52a1\uff0c\u800c\u5927\u591a\u6570\u6a21\u578b\u4ec5\u80fd\u5b8c\u6210\u4e0d\u5230 25% \u7684\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u76ee\u524d\u8bed\u8a00\u6a21\u578b\u5728\u5b8c\u6210 GTA \u4efb\u52a1\u7684\u5173\u952e\u74f6\u9888\u662f\u53c2\u6570\u4f20\u9012\u51c6\u786e\u7387\u3002\u7814\u7a76\u4eba\u5458\u8ba1\u7b97\u4e86\u5404\u6307\u6807\u4e0e\u6700\u7ec8\u7ed3\u679c\u51c6\u786e\u7387 AnsAcc \u4e4b\u95f4\u7684\u76ae\u5c14\u68ee\u76f8\u5173\u7cfb\u6570\uff0c\u53d1\u73b0 ArgAcc \u7684\u76f8\u5173\u7cfb\u6570\u6700\u9ad8\uff0c\u8bf4\u660e\u53c2\u6570\u4f20\u9012\u662f\u76ee\u524d\u5927\u591a\u6570\u6a21\u578b\u7684\u74f6\u9888\u3002\u4f8b\u5982\uff0cLlama-3-70B-Chat\u00a0\u7684 InstAcc\uff0cToolAcc\uff0cSummAcc \u90fd\u6bd4 Qwen1.5-14B-Chat\u00a0\u9ad8\uff0c\u4f46 ArgAcc \u6bd4\u00a0Qwen1.5-14B-Chat \u4f4e\uff0c\u5bfc\u81f4\u6700\u7ec8\u7ed3\u679c\u51c6\u786e\u7387\u66f4\u4f4e\u3002<\/section>\n<section><\/section>\n<section><strong>\u9519\u56e0\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8fdb\u4e00\u6b65\u7406\u89e3\u6a21\u578b\u5728\u53c2\u6570\u4f20\u9012\u4e0a\u7684\u5931\u8bef\u539f\u56e0\uff0c\u7814\u7a76\u56e2\u961f\u9009\u62e9\u4e24\u4e2a\u5178\u578b\u6a21\u578b GPT-4-1106-Preview \u548c Llama-3-8B-Instruct\uff0c\u5bf9\u5b83\u4eec\u8fdb\u884c\u4e86\u6df1\u5165\u7684\u9519\u8bef\u539f\u56e0\u5206\u6790\uff0c\u5982\u4e0b\u8868\u6240\u793a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-360feab7f85fea8136dd55681a050aef.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-360feab7f85fea8136dd55681a050aef.png\"><\/a><\/section>\n<section>\u5206\u6790\u663e\u793a\uff0cGPT-4 \u4e0e Llama-3 \u7684\u9519\u8bef\u5206\u5e03\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002GPT-4 \u6a21\u578b\u503e\u5411\u4e8e\u751f\u6210 \u201c\u65e0\u52a8\u4f5c\u201d\uff08No Action\uff09\u7684\u54cd\u5e94\uff0c\u5728 38.7% \u7684\u9519\u8bef\u4e2d\uff0cGPT-4 \u5c1d\u8bd5\u4e0e\u7528\u6237\u4e92\u52a8\uff0c\u9519\u8bef\u5730\u8ba4\u4e3a\u95ee\u9898\u8868\u8ff0\u4e0d\u591f\u660e\u786e\uff0c\u8981\u6c42\u63d0\u4f9b\u989d\u5916\u4fe1\u606f\u3002\u800c\u5728 50% \u7684\u9519\u8bef\u4e2d\uff0c\u6a21\u578b\u4ec5\u751f\u6210\u5185\u90e8\u601d\u8003\u8fc7\u7a0b\uff0c\u800c\u672a\u91c7\u53d6\u5b9e\u9645\u884c\u52a8\u3002<\/section>\n<section><\/section>\n<section>\u800c\u00a0Llama-3\u00a0\u7684\u5927\u90e8\u5206\u9519\u8bef\u6765\u81ea\u4e8e\u683c\u5f0f\u9519\u8bef\uff0c\u7279\u522b\u662f\u8c03\u7528\u5de5\u5177\u6216\u751f\u6210\u6700\u7ec8\u7b54\u6848\u65f6\u300245.4% \u7684\u9519\u8bef\u662f\u7531\u4e8e\u53c2\u6570\u672a\u80fd\u9075\u5faa\u5408\u6cd5\u7684 JSON \u683c\u5f0f\u3002\u6b64\u5916\uff0c\u5728 16.5% \u7684\u60c5\u51b5\u4e0b\uff0cLlama-3\u00a0\u8bd5\u56fe\u540c\u65f6\u8c03\u7528\u591a\u4e2a\u5de5\u5177\uff0c\u8fd9\u5e76\u4e0d\u88ab\u667a\u80fd\u4f53\u7cfb\u7edf\u652f\u6301\u300219.6% \u7684\u9519\u8bef\u5219\u6e90\u4e8e\u751f\u6210\u5197\u4f59\u4fe1\u606f\uff0c\u5bfc\u81f4\u53c2\u6570\u89e3\u6790\u4e0d\u6b63\u786e\u3002<\/section>\n<section><\/section>\n<section><strong>\u603b\u7ed3<\/strong><\/section>\n<section><\/section>\n<section>\u672c\u6587\u6784\u5efa\u4e86\u9762\u5411\u590d\u6742\u771f\u5b9e\u573a\u666f\u7684\u901a\u7528\u5de5\u5177\u667a\u80fd\u4f53\uff08General Tool Agents\uff09\u8bc4\u6d4b\u57fa\u51c6\uff1a<\/section>\n<ul>\n<li>\n<p>\u6784\u5efa\u4e86\u901a\u7528\u5de5\u5177\u667a\u80fd\u4f53\u7684\u8bc4\u6d4b\u6570\u636e\u96c6\u3002\u95ee\u9898\u7531\u4eba\u7c7b\u8bbe\u8ba1\uff0c\u662f\u6b65\u9aa4\u9690\u542b\u3001\u5de5\u5177\u9690\u542b\u7684\uff0c\u4e14\u7acb\u8db3\u4e8e\u771f\u5b9e\u4e16\u754c\u573a\u666f\uff0c\u5e76\u63d0\u4f9b\u4e86\u591a\u6a21\u6001\u8bed\u5883\u8f93\u5165\u3002\u6bcf\u4e2a\u95ee\u9898\u90fd\u6807\u6ce8\u4e86\u53ef\u6267\u884c\u7684\u5de5\u5177\u94fe\uff0c\u4ee5\u652f\u6301\u7ec6\u7c92\u5ea6\u7684\u5de5\u5177\u4f7f\u7528\u80fd\u529b\u8bc4\u6d4b\u3002<\/p>\n<\/li>\n<li>\n<p>\u63d0\u4f9b\u4e86\u5305\u542b\u611f\u77e5\u3001\u64cd\u4f5c\u3001\u903b\u8f91\u3001\u521b\u4f5c\u7c7b\u522b\u5de5\u5177\u7684\u8bc4\u6d4b\u5e73\u53f0\u3002\u9488\u5bf9\u5de5\u5177\u8c03\u7528\u8bbe\u8ba1\u4e86\u7ec6\u7c92\u5ea6\u7684\u8bc4\u6d4b\u6307\u6807\uff0c\u63ed\u793a\u5de5\u5177\u589e\u5f3a\u7684\u8bed\u8a00\u6a21\u578b\u5728\u771f\u5b9e\u4e16\u754c\u573a\u666f\u4e2d\u7684\u63a8\u7406\u548c\u89c4\u5212\u80fd\u529b\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bc4\u6d4b\u548c\u5206\u6790\u4e86\u4e3b\u6d41\u5927\u8bed\u8a00\u6a21\u578b\u3002\u4ece\u591a\u4e2a\u7ef4\u5ea6\u8bc4\u6d4b\u4e86 16 \u4e2a\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u53cd\u6620\u4e86\u76ee\u524d\u7684\u8bed\u8a00\u6a21\u578b\u5728\u771f\u5b9e\u4e16\u754c\u573a\u666f\u4e0b\u7684\u5de5\u5177\u8c03\u7528\u80fd\u529b\u74f6\u9888\uff0c\u4e3a\u901a\u7528\u76ee\u6807\u667a\u80fd\u4f53\u7684\u53d1\u5c55\u8def\u5f84\u63d0\u4f9b\u5efa\u8bae\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-04-2\" target=\"_blank\">NeurIPS 2024 | \u771f\u5b9e\u4e16\u754c\u590d\u6742\u4efb\u52a1\uff0c\u5168\u65b0\u57fa\u51c6GTA\u52a9\u529b\u5927\u6a21\u578b\u5de5\u5177\u8c03\u7528\u80fd\u529b\u8bc4\u6d4b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:NeurIPS 202 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