{"id":34692,"date":"2024-12-11T06:57:08","date_gmt":"2024-12-10T22:57:08","guid":{"rendered":"https:\/\/17aitech.com\/?p=34692"},"modified":"2024-12-11T06:57:08","modified_gmt":"2024-12-10T22:57:08","slug":"%e7%9c%9f%e7%9b%b8%e4%ba%86%ef%bc%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%a7%a3%e6%95%b0%e5%ad%a6%e9%a2%98%e5%92%8c%e4%ba%ba%e7%b1%bb%e7%9c%9f%e4%b8%8d%e4%b8%80%e6%a0%b7%ef%bc%9a%e6%ad%bb%e8%ae%b0%e7%a1%ac","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34692","title":{"rendered":"\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-23-3\" target=\"_blank\">\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.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<section><\/section>\n<section><strong>\u672c\u6587\u4f5c\u8005\u6765\u81ea\u5317\u4eac\u90ae\u7535\u5927\u5b66\u3001<mark data-type=\"institutions\" data-id=\"e3f47c14-ff22-49c7-8e82-4745dc37b451\">\u817e\u8baf<\/mark>\u5fae\u4fe1\u3001\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u3001<mark data-type=\"institutions\" data-id=\"fa9c30c1-6d36-4676-b466-b44a703b324a\">\u5317\u4eac\u7406\u5de5\u5927\u5b66<\/mark>\u3002\u4f5c\u8005\u5217\u8868\uff1a<\/strong><strong>\u4e54\u6da6\u797a\uff0c\u8c2d\u79cb\u7eb3\uff0c\u8463\u51a0\u9706\uff0c\u4f0d\u654f\u6167\uff0c\u5b59\u51b2\uff0c\u5b8b\u6653\u5e05\uff0c\u516c\u5374\u5353\u739b\uff0c\u96f7\u5c1a\u9716\uff0c\u536b\u5586\uff0c\u5f20\u6dfc\u8431\uff0c\u4e54\u6da6\u67ab\uff0c\u5f20\u4e00\u51e1\uff0c\u7eb5\u6653\uff0c\u5f90\u4e00\u8fbe\uff0c\u5201\u6c90\u7199\uff0c\u5305\u5fd7\u654f\uff0c\u674e\u741b\uff0c\u5f20\u6d2a\u521a\u3002\u5176\u4e2d\uff0c\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u4e54\u6da6\u797a\u662f\u5317\u4eac\u90ae\u7535\u5927\u5b66\u535a\u58eb\u751f\uff0c\u8c2d\u79cb\u7eb3\u662f\u5317\u4eac\u90ae\u7535\u5927\u5b66\u7855\u58eb\u751f\uff0c\u901a\u8baf\u4f5c\u8005\u662f\u5317\u4eac\u90ae\u7535\u5927\u5b66\u5f20\u6d2a\u521a\u526f\u6559\u6388\uff0c\u8be5\u6587\u7ae0\u4e3a\u4e54\u6da6\u797a\u5728\u5fae\u4fe1\u5b9e\u4e60\u671f\u95f4\u5b8c\u6210\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u968f\u7740<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u80fd\u591f\u5904\u7406\u591a\u79cd\u6a21\u6001\u4fe1\u606f\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08LMMs\uff09\u9010\u6e10\u6210\u4e3a\u7814\u7a76\u7684\u70ed\u70b9\u3002\u901a\u8fc7\u6574\u5408\u4e0d\u540c\u6a21\u6001\u7684\u4fe1\u606f\uff0cLMMs \u5c55\u73b0\u51fa\u4e00\u5b9a\u7684\u63a8\u7406\u548c\u7406\u89e3\u80fd\u529b\uff0c\u5728\u8bf8\u5982<mark data-type=\"tech_methods\" data-id=\"1b43f9a4-2b64-48af-9f62-4f8690f6a486\">\u89c6\u89c9\u95ee\u7b54<\/mark>\u3001<mark data-type=\"tech_tasks\" data-id=\"ba1ea8a1-a705-4f89-8348-ec71bae840dc\">\u56fe\u50cf\u751f\u6210<\/mark>\u3001<mark data-type=\"tech_tasks\" data-id=\"33d2a2fb-b0df-4a4b-913d-6d7772fa7770\">\u8de8\u6a21\u6001\u68c0\u7d22<\/mark>\u7b49\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u8fd9\u79cd\u591a\u6a21\u6001\u80fd\u529b\u4f7f\u5f97 LMMs \u5728\u5404\u7c7b\u590d\u6742\u573a\u666f\u4e2d\u7684\u5e94\u7528\u6f5c\u529b\u5de8\u5927\uff0c\u800c\u4e3a\u4e86\u4e25\u8c28\u79d1\u5b66\u5730\u68c0\u9a8c AI \u662f\u5426\u5177\u5907\u8f83\u5f3a\u7684\u63a8\u7406\u80fd\u529b\uff0c\u6570\u5b66\u95ee\u7b54\u5df2\u6210\u4e3a\u8861\u91cf\u6a21\u578b\u63a8\u7406\u80fd\u529b\u7684\u91cd\u8981<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u3002<\/section>\n<section><\/section>\n<section>\u56de\u987e AI \u7684\u53d1\u5c55\u5386\u7a0b\uff0c\u6211\u4eec\u53d1\u73b0\u4eba\u7c7b\u7684\u8ba4\u77e5\u548c\u601d\u8003\u95ee\u9898\u7684\u65b9\u5f0f\u5bf9 AI \u7684\u53d1\u5c55\u4ea7\u751f\u4e86\u6df1\u8fdc\u7684\u5f71\u54cd\u3002\u8bf8\u5982<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u3001<mark data-type=\"tech_methods\" data-id=\"60bee267-89dc-4606-ba24-6b3f7d1f6189\">\u6ce8\u610f\u529b\u673a\u5236<\/mark>\u7b49\u7a81\u7834\u5747\u4e0e\u4eba\u7c7b\u7684\u601d\u7ef4\u6a21\u5f0f\u606f\u606f\u76f8\u5173\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u4eba\u7c7b\u5728\u89e3\u7b54\u4e00\u4e2a\u6570\u5b66\u95ee\u9898\u65f6\uff0c\u9996\u5148\u9700\u8981\u719f\u77e5\u9898\u76ee\u6240\u8003\u5bdf\u7684\u77e5\u8bc6\u70b9\uff0c\u800c\u540e\u5229\u7528\u76f8\u5173\u77e5\u8bc6\u8fdb\u884c\u9010\u6b65\u63a8\u7406\u4ece\u800c\u5f97\u51fa\u7b54\u6848\u3002\u4f46\u6a21\u578b\u5728\u4f5c\u7b54\u65f6\uff0c\u5176\u63a8\u7406\u8fc7\u7a0b\u662f\u5426\u4e0e\u4eba\u7c7b\u4e00\u81f4\u5462\uff1f<\/section>\n<section><\/section>\n<section>\u805a\u7126\u4e8e\u6570\u5b66\u95ee\u9898\uff0c\u6211\u4eec\u53d1\u73b0\u6a21\u578b\u53ef\u4ee5\u56de\u7b54\u51fa\u590d\u6742\u95ee\u9898\uff0c\u4f46\u5728\u4e00\u4e9b\u7b80\u5355\u95ee\u9898\u9762\u524d\u5374\u6349\u895f\u89c1\u8098\u3002\u4e3a\u63a2\u7a76\u8fd9\u4e00\u73b0\u8c61\u7684\u539f\u56e0\uff0c\u53d7\u4eba\u7c7b\u89e3\u9898\u601d\u7ef4\u6a21\u5f0f\u7684\u542f\u53d1\uff0c\u6211\u4eec\u9996\u5148\u5bf9\u5148\u638c\u63e1\u77e5\u8bc6\u70b9\uff0c\u518d\u8fd0\u7528\u5176\u8fdb\u884c<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u63a8\u7406\u7684\u89e3\u9898\u8fc7\u7a0b\u5efa\u6a21\u5982\u4e0b\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-48be8d2be75349ae2237a33b88cdb2d4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-48be8d2be75349ae2237a33b88cdb2d4.png\"><\/a><\/p>\n<section>\u5176\u4e2d (X, Y) \u548c (x_i, y_i) \u5206\u522b\u8868\u793a\u6570\u5b66\u95ee\u9898\u548c\u6bcf\u4e2a\u5b50\u95ee\u9898\u4e2d\u7684\u95ee\u9898\u4e0e\u7b54\u6848\uff0cP_reason \u4ee3\u8868 LMMs \u7684\u7efc\u5408\u8fd0\u7528\u80fd\u529b (\u77e5\u8bc6\u6cdb\u5316)\u3002\u57fa\u4e8e\u6b64\uff0cWe-Math \u9996\u5148\u57fa\u4e8e 67 \u4e2a\u539f\u5b50\u77e5\u8bc6\u70b9\u6784\u5efa\u4e86\u4e00\u4e2a\u591a\u5c42\u7ea7\u6811\u72b6\u77e5\u8bc6\u4f53\u7cfb\uff0c\u7d27\u63a5\u7740\u4ee5\u539f\u5b50\u77e5\u8bc6\u53ca\u63a8\u7406\u7b54\u6848\u4e3a\u4f9d\u636e\uff0c\u901a\u8fc7\u5c06\u591a\u77e5\u8bc6\u70b9\u7684\u590d\u6742\u95ee\u9898\u62c6\u89e3\u4e3a\u591a\u4e2a\u539f\u5b50\u77e5\u8bc6\u70b9\u5bf9\u5e94\u7684\u5b50\u95ee\u9898\u6765\u63a2\u7a76\u6a21\u578b\u7684\u4f5c\u7b54\u673a\u5236\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3b6c29695d5e54a31f605296bf9ecd2c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3b6c29695d5e54a31f605296bf9ecd2c.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u9898\u76ee\uff1aWE-MATH: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/pdf\/2407.01284<\/section>\n<\/li>\n<li>\n<section>\u4e3b\u9875\uff1ahttps:\/\/we-math.github.io\/<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\uff1ahttps:\/\/github.com\/We-Math\/We-Math<\/section>\n<\/li>\n<li>\n<section>\u6570\u636e\u96c6\uff1ahttps:\/\/huggingface.co\/datasets\/We-Math\/We-Math<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u76ee\u524d We-Math \u5728\u5f53\u65e5\u7684 HuggingFace Daily Paper \u4e2d\u6392\u540d\u7b2c\u4e00\uff0c\u5e76\u5728\u63a8\u7279\u4e0a\u7684\u6d4f\u89c8\u91cf\u8fbe\u5230 10K+!<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-eeb73224a62e55e31a8a97d736fdb42e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-eeb73224a62e55e31a8a97d736fdb42e.png\"><\/a><\/p>\n<section><strong>We-Math Benchmark<\/strong><\/section>\n<section><\/section>\n<section><strong>1. \u6570\u636e\u6784\u6210<\/strong><\/section>\n<section><\/section>\n<section>We-Math \u6d4b\u8bc4\u6570\u636e\u96c6\u5171\u5305\u542b 6.5k \u4e2a\u591a\u6a21\u6001\u5c0f\u5b66\u6570\u5b66\u95ee\u9898\u548c\u4e00\u4e2a\u591a\u5c42\u7ea7\u77e5\u8bc6\u67b6\u6784\uff0c\u6bcf\u4e00\u4e2a\u6570\u5b66\u95ee\u9898\u5747\u6709\u5bf9\u5e94\u7684\u77e5\u8bc6\u70b9\uff081-3 \u4e2a\uff09\u3002\u5176\u4e2d\u6240\u6709\u95ee\u9898\u7684\u77e5\u8bc6\u70b9\u5747\u88ab 5 \u5c42 99 \u4e2a\u8282\u70b9\uff08\u6700\u540e\u4e00\u5c42\u5305\u542b 67 \u4e2a\u77e5\u8bc6\u70b9\uff09\u7684\u77e5\u8bc6\u67b6\u6784\u6240\u6db5\u76d6\u3002\u5e76\u4e14\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u4e3a\u4e86\u7f13\u89e3\u6a21\u578b\u5728\u89e3\u51b3\u95ee\u9898\u8fc7\u7a0b\u4e2d\u56fa\u6709\u7684\u95ee\u9898\uff0c\u6211\u4eec\u53c2\u8003\u6559\u6750\u4e0e\u7ef4\u57fa\u767e\u79d1\uff0c\u542f\u53d1\u5f0f\u7684\u5f15\u5165\u4e86 67 \u4e2a\u77e5\u8bc6\u70b9\u7684\u63cf\u8ff0\uff0c\u4ece\u800c\u4e3a LMMs \u7684\u63a8\u7406\u8fc7\u7a0b\u63d0\u4f9b\u5fc5\u8981\u7684\u77e5\u8bc6\u63d0\u793a\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c9c924abfd4c354a350b10e0b99a018c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c9c924abfd4c354a350b10e0b99a018c.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d403a34743ba660c2af9595075a43359.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d403a34743ba660c2af9595075a43359.png\"><\/a><\/p>\n<section><strong>2. \u9898\u76ee\u62c6\u89e3<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5408\u7406\u7684\u8bc4\u4f30\u6a21\u578b\u7684\u4f5c\u7b54\u673a\u5236\uff0c\u6211\u4eec\u4e25\u683c\u4ee5\u4eba\u7c7b\u4f5c\u7b54\u7684\u6807\u51c6\u7b54\u6848\u4e3a\u4f9d\u636e\uff0c\u6309\u7167\u590d\u6742\u95ee\u9898\u6240\u5305\u542b\u7684\u77e5\u8bc6\u70b9\uff0c\u5c06\u5176\u62c6\u89e3\u6210\u4e86 n \u4e2a\u5b50\u95ee\u9898\uff0c\u5176\u4e2d n \u8868\u793a\u590d\u6742\u95ee\u9898\u5305\u542b\u7684\u77e5\u8bc6\u70b9\u6570\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5bf9\u4e8e\u4e00\u9053\u590d\u6742\u95ee\u9898\uff1aMary \u4ece\u4e00\u4e2a\u5706\u5f62\u82b1\u575b\u7684\u6700\u5317\u7aef\u70b9\u6cbf\u82b1\u575b\u8fb9\u7f18\u8d70\u5230\u6700\u4e1c\u7aef\u70b9\uff0c\u8d70\u8fc7\u7684\u8ddd\u79bb\u662f 50.24 \u7c73\uff0c\u6c42\u89e3\u5706\u5f62\u82b1\u575b\u7684\u9762\u79ef\u3002\u5728\u89e3\u9898\u8fc7\u7a0b\u4e2d\uff0c\u9996\u5148\u9700\u8981\u6839\u636e \u201c\u4e1c\u5357\u897f\u5317\u65b9\u5411\u201d \u77e5\u8bc6\u70b9\uff0c\u901a\u8fc7 \u201c\u6700\u5317\u201d \u548c \u201c\u6700\u4e1c\u201d \u4e24\u4e2a\u65b9\u5411\u7684\u6761\u4ef6\uff0c\u6c42\u5f97 Mary \u8d70\u8fc7\u8def\u5f84\u6240\u5bf9\u5e94\u7684\u5706\u5fc3\u89d2\u5927\u5c0f\uff08\u201c\u6700\u5317\u201d \u548c \u201c\u6700\u4e1c\u201d \u7684\u5939\u89d2\u4e3a 90 \u5ea6\uff09\u3002\u63a5\u7740\uff0c\u6839\u636e \u201c\u5706\u7684\u5468\u957f\u201d \u77e5\u8bc6\u70b9\uff0c\u901a\u8fc7\u5706\u5fc3\u89d2\u7684\u5927\u5c0f\u4e3a 90 \u5ea6\u548c Mary \u8d70\u8fc7\u7684\u8def\u5f84\u957f\u5ea6\u7684\u6761\u4ef6\uff0c\u8ba1\u7b97\u51fa\u5706\u5f62\u82b1\u575b\u7684\u5468\u957f\uff0c\u5e76\u6c42\u5f97\u5706\u5f62\u82b1\u575b\u7684\u534a\u5f84\u3002\u6700\u540e\uff0c\u6839\u636e \u201c\u5706\u7684\u9762\u79ef\u201d \u77e5\u8bc6\u70b9\uff0c\u901a\u8fc7\u6c42\u5f97\u7684\u534a\u5f84\u7684\u6761\u4ef6\uff0c\u8ba1\u7b97\u51fa\u5706\u5f62\u82b1\u575b\u7684\u9762\u79ef\uff0c\u81f3\u6b64\u5b8c\u6210\u9898\u76ee\u7684\u6c42\u89e3\u3002<\/section>\n<section><\/section>\n<section>\u5206\u6790\u4e0a\u8ff0\u89e3\u9898\u8fc7\u7a0b\uff0c\u4e3a\u4e86\u63a2\u7a76\u6a21\u578b\u7684\u7b54\u9898\u673a\u5236\u4ee5\u53ca\u6a21\u578b\u7684\u7ec6\u7c92\u5ea6\u63a8\u7406\u8868\u73b0\uff0c\u53ef\u4ee5\u5c06\u539f\u9898\u6309\u7167\u5176\u5bf9\u5e94\u7684\u77e5\u8bc6\u70b9\u62c6\u89e3\u6210\u4e09\u4e2a\u5b50\u95ee\u9898\uff0c\u5177\u4f53\u800c\u8a00\uff0c\u7b2c\u4e00\u95ee\uff1aMary \u4ece\u4e00\u4e2a\u5706\u5f62\u82b1\u575b\u7684\u6700\u5317\u7aef\u70b9\u6cbf\u82b1\u575b\u8fb9\u7f18\u8d70\u5230\u6700\u4e1c\u7aef\u70b9\uff0c\u6c42\u5979\u8d70\u8fc7\u8def\u5f84\u7684\u5706\u5f27\u6240\u5bf9\u5e94\u7684\u5706\u5fc3\u89d2\u7684\u5ea6\u6570\uff1b\u7b2c\u4e8c\u95ee\uff1a\u5706\u5f62\u82b1\u575b\u4e2d\uff0c90 \u5ea6\u5706\u5fc3\u89d2\u6240\u5bf9\u5e94\u7684\u5706\u5f27\u5f27\u957f\u4e3a 59.24m\uff0c\u6c42\u89e3\u5706\u5f62\u82b1\u575b\u7684\u534a\u5f84\uff1b\u7b2c\u4e09\u95ee\uff1a\u6c42\u534a\u5f84\u4e3a 32m \u7684\u5706\u5f62\u82b1\u575b\u7684\u9762\u79ef\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-5d5d61ed62f22f2a75db539f331bd4e5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-5d5d61ed62f22f2a75db539f331bd4e5.png\"><\/a><\/p>\n<section><strong>3. \u5ea6\u91cf\u6807\u51c6<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u6211\u4eec\u5f15\u5165\u4e00\u79cd\u65b0\u7684\u56db\u7ef4\u5ea6\u91cf\u6807\u51c6\uff0c\u5373\u77e5\u8bc6\u638c\u63e1\u4e0d\u8db3 (IK)\u3001\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3 (IG)\u3001\u5b8c\u5168\u638c\u63e1 (CM) \u548c\u6b7b\u8bb0\u786c\u80cc (RM)\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u77e5\u8bc6\u638c\u63e1\u4e0d\u8db3 (IK): \u6a21\u578b\u65e0\u6cd5\u4f5c\u7b54\u51fa\u590d\u6742\u95ee\u9898\uff0c\u5e76\u5728\u5b50\u95ee\u9898\u4e2d\u51fa\u73b0\u9519\u8bef\uff0c\u6211\u4eec\u63a8\u6d4b\u6a21\u578b\u65e0\u6cd5\u4f5c\u7b54\u51fa\u590d\u6742\u95ee\u9898\u7684\u539f\u56e0\u662f\u56e0\u4e3a\u5bf9\u77e5\u8bc6\u70b9\u638c\u63e1\u4e0d\u8db3\u6240\u5bfc\u81f4\u7684\u3002<\/section>\n<\/li>\n<li>\n<section>\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3 (IG): \u6a21\u578b\u65e0\u6cd5\u4f5c\u7b54\u51fa\u590d\u6742\u95ee\u9898\uff0c\u4f46\u662f\u6240\u6709\u7684\u5b50\u95ee\u9898\u4e2d\u5747\u56de\u7b54\u6b63\u786e\uff0c\u6211\u4eec\u63a8\u6d4b\u6a21\u578b\u65e0\u6cd5\u4f5c\u7b54\u51fa\u590d\u6742\u95ee\u9898\u7684\u539f\u56e0\u662f\u56e0\u4e3a\u7f3a\u5c11\u7efc\u5408\u8fd0\u7528\u80fd\u529b\uff08\u6cdb\u5316\u80fd\u529b\uff09\u3002<\/section>\n<\/li>\n<li>\n<section>\u5b8c\u5168\u638c\u63e1 (CM): \u6a21\u578b\u53ef\u4ee5\u4f5c\u7b54\u51fa\u590d\u6742\u95ee\u9898\uff0c\u5e76\u4e14\u53ef\u4ee5\u4f5c\u7b54\u51fa\u6240\u6709\u7684\u5b50\u95ee\u9898\uff0c\u8fd9\u79cd\u73b0\u8c61\u662f\u5408\u7406\u4e14\u88ab\u671f\u671b\u5f97\u5230\u7684\u3002<\/section>\n<\/li>\n<li>\n<section>\u6b7b\u8bb0\u786c\u80cc (RM): \u6a21\u578b\u53ef\u4ee5\u4f5c\u7b54\u51fa\u590d\u6742\u95ee\u9898\uff0c\u4f46\u5728\u5b50\u95ee\u9898\u4e2d\u51fa\u73b0\u9519\u8bef\uff0c\u8fd9\u4e0e\u4eba\u7c7b\u7684<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u601d\u7ef4\u76f8\u6096\uff0c\u5982\u679c\u4e00\u4e2a\u6a21\u578b\u53ef\u4ee5\u89e3\u51b3\u590d\u6742\u7684\u591a\u6b65\u95ee\u9898\uff0c\u4f46\u65e0\u6cd5\u4f5c\u7b54\u51fa\u89e3\u7b54\u8fc7\u7a0b\u4e2d\u6240\u9700\u7684\u5355\u6b65\u95ee\u9898\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u79cd\u60c5\u51b5\u662f\u4e0d\u5408\u7406\u7684\uff0c\u8003\u8651\u6a21\u578b\u5b58\u5728\u673a\u68b0\u8bb0\u5fc6\u7684\u60c5\u51b5\u3002<\/section>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1ec2bdf44672eefb215fe87b42b41745.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1ec2bdf44672eefb215fe87b42b41745.png\"><\/a><\/p>\n<section>\u5176\u4e2d IK\u3001IG\u3001CM \u4e4b\u95f4\u5b58\u5728 IK<\/p>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u4e0e\u7ed3\u8bba<\/strong><\/section>\n<section><\/section>\n<section>We-Math \u76ee\u524d\u5728 17 \u4e2a\u5927\u6a21\u578b\u4e2d\u5b8c\u6210\u4e86\u8bc4\u6d4b\uff0c\u5171\u5305\u542b 4 \u4e2a\u95ed\u6e90\u6a21\u578b\u4e0e 13 \u4e2a\u5f00\u6e90\u6a21\u578b\u3002\u5176\u4e2d\u8868 1 \u4e0e\u56fe 6 \u5c55\u793a\u4e86 LMMs \u5728\u4e0d\u540c\u77e5\u8bc6\u70b9\u6570\u91cf\u4e0b\u7684\u7ed3\u679c\u4e0e\u6a21\u578b\u5728\u7b2c\u4e8c\u5c42\u7ea7\u77e5\u8bc6\u70b9\u4e0b\u7684\u8868\u73b0\uff1b\u8868 2 \u4e0e\u56fe 7\u3001\u56fe 8\u3001\u56fe 9 \u5c55\u793a\u4e86 LMMs \u5728\u56db\u7ef4\u6307\u6807\u4e0b\u7684\u7ed3\u679c\u4ee5\u53ca\u5728\u4e25\u683c\u548c\u5bbd\u677e\u6807\u51c6\u4e0b\u7684\u7efc\u5408\u6253\u5206\u7ed3\u679c\uff1b\u56fe 10 \u5c55\u793a\u4e86\u00a0KCA \u7b56\u7565\u5bf9\u6a21\u578b\u5728 IK \u95ee\u9898\u4e2d\u7684\u7f13\u89e3\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section><strong>LMMs \u5728\u4e0d\u540c\u77e5\u8bc6\u70b9\u6570\u91cf\u4e0b\u7684\u8868\u73b0\u53ca\u5176\u5728\u7b2c\u4e8c\u5c42\u7ea7\u77e5\u8bc6\u70b9\u4e0b\u7684\u8868\u73b0<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9ef0bbec5d8d9e467bc4fcccc1336ddd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9ef0bbec5d8d9e467bc4fcccc1336ddd.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u6a21\u578b\u4f5c\u7b54\u60c5\u51b5\u4e0e\u9898\u76ee\u6240\u5305\u542b\u7684\u77e5\u8bc6\u70b9\u6570\u91cf\u5448\u73b0\u8f83\u660e\u663e\u7684\u8d1f\u76f8\u5173\u5173\u7cfb\uff0c\u5373\u9898\u76ee\u5305\u542b\u7684\u77e5\u8bc6\u70b9\u8d8a\u591a\uff0c\u6a21\u578b\u4f5c\u7b54\u60c5\u51b5\u8d8a\u4e0d\u7406\u60f3\u3002\u6211\u4eec\u4e5f\u63d0\u8bae\u53ef\u4ee5\u901a\u8fc7\u9898\u76ee\u5305\u542b\u7684\u77e5\u8bc6\u70b9\u6570\u91cf\u5bf9\u9898\u76ee\u7684\u96be\u6613\u5ea6\u8fdb\u884c\u5efa\u6a21\u3002<\/section>\n<\/li>\n<li>\n<section>\u6a21\u578b\u5728\u4e0e\u8ba1\u7b97\u76f8\u5173\u7684\u77e5\u8bc6\u70b9\u4e0b\u8868\u73b0\u8f83\u597d\uff0c\u5728\u7ec6\u7c92\u5ea6\u89c6\u89c9\u95ee\u9898\u4e0a\u8868\u73b0\u6b20\u4f73\u3002\u4e5f\u8fdb\u4e00\u6b65\u8868\u660e LMMs \u5728\u5e94\u7528\u516c\u5f0f\u4e0a\u8f83\u4e3a\u64c5\u957f\uff0c\u4f46\u5728\u7406\u89e3\u548c\u7efc\u5408\u5e94\u7528\u77e5\u8bc6\u65b9\u9762\u4ecd\u6709\u5c40\u9650\u3002<\/section>\n<\/li>\n<li>\n<section>GPT-4o \u8868\u73b0\u6700\u4f73\uff0c\u5728\u5305\u542b\u4e0d\u540c\u77e5\u8bc6\u70b9\u6570\u91cf\u7684\u9898\u76ee\u4e2d\u5747\u4fdd\u6301\u9886\u5148\uff0c\u5e76\u5728\u4e0d\u540c\u7684\u77e5\u8bc6\u70b9\u4e0b\u57fa\u672c\u4fdd\u6301\u9886\u5148\u3002<\/section>\n<\/li>\n<li>\n<section>LMMs \u5c55\u73b0\u4e86\u4e00\u5b9a\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u538b\u7f29\u6f5c\u529b\u3002\u5728\u4e0d\u540c\u7684 LMMs \u4e2d\uff0cLLaVA-NeXT-110B \u7684\u8868\u73b0\u6700\u63a5\u8fd1 GPT-4\u3002\u800c\u4ee4\u4eba\u60ca\u559c\u7684\u662f\uff0c\u5c3d\u7ba1<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u89c4\u6a21\u8f83\u5c0f\uff0cInternVL-Chat-V1.5, GLM-4V-9B, InternLM-XC2 \u7b49\u6a21\u578b\u7684\u8868\u73b0\u4e5f\u5c55\u73b0\u51fa\u4e86\u8f83\u597d\u7684\u8868\u73b0\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>LMMs \u5728\u56db\u7ef4\u6307\u6807\u4e0b\u7684\u8868\u73b0\u53ca\u5176\u5728\u4e25\u683c\u548c\u5bbd\u677e\u6807\u51c6\u4e0b\u7684\u7efc\u5408\u8bc4\u5206\u7ed3\u679c<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-b1a1779a13b73f3a65deed2b3e010c36.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-b1a1779a13b73f3a65deed2b3e010c36.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3d3ddbfe6b50c22dac7ebdfc867bd8e6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3d3ddbfe6b50c22dac7ebdfc867bd8e6.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u591a\u6570\u6a21\u578b\u5b58\u5728 \u201c\u77e5\u8bc6\u638c\u63e1\u4e0d\u8db3\u201d \u548c \u201c\u6b7b\u8bb0\u786c\u80cc\u201d \u7684\u95ee\u9898\uff0c\u5c24\u5176\u662f\u5728\u8f83\u5c0f\u7684\u6a21\u578b\u4e2d\u66f4\u52a0\u660e\u663e\u3002\u5e76\u4e14\uff0c\u201c\u77e5\u8bc6\u638c\u63e1\u4e0d\u8db3\u201d \u4ecd\u662f\u5927\u591a\u6570\u6a21\u578b\u7684\u4e3b\u8981\u95ee\u9898\u3002<\/section>\n<\/li>\n<li>\n<section>GPT-4o \u5728 \u201c\u6b7b\u8bb0\u786c\u80cc\u201d \u7684\u8861\u91cf\u7ef4\u5ea6\u4e0a\u5927\u5e45\u9886\u5148\u4e8e\u5176\u4ed6\u6a21\u578b\uff0c\u8fdb\u4e00\u6b65\u8bf4\u660e GPT-4o \u66f4\u8d34\u8fd1\u4e8e\u4eba\u7c7b\u7684\u89e3\u9898\u65b9\u5f0f\uff0c\u5176\u6240\u5448\u73b0\u7684\u7ed3\u679c\u66f4\u52a0\u53ef\u9760\uff0c\u610f\u5473\u7740\u6a21\u578b\u771f\u6b63\u7684\u5b66\u5230\u4e86\u77e5\u8bc6\uff0c\u800c\u4e0d\u662f \u201c\u6b7b\u8bb0\u786c\u80cc\u201d\u3002<\/section>\n<\/li>\n<li>\n<section>GPT-4o \u5728 \u201c\u77e5\u8bc6\u638c\u63e1\u4e0d\u8db3\u201d \u8fd9\u4e2a\u8861\u91cf\u7ef4\u5ea6\u4e0a\u5927\u5e45\u9886\u5148\u4e8e\u5176\u4ed6\u6a21\u578b\uff0c\u5df2\u7ecf\u9010\u6e10\u8fc8\u5411\u4e0b\u4e00\u9636\u6bb5\uff0c\u9700\u8981\u8fdb\u4e00\u6b65\u63d0\u5347 \u201c\u77e5\u8bc6\u6cdb\u5316\u80fd\u529b\u201d\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>LMMs \u5728 KCA \u7b56\u7565\u4e0b\u7684\u8868\u73b0<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9620fb83fc0ece86125c2fb1f1aa3c46.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9620fb83fc0ece86125c2fb1f1aa3c46.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u6a21\u578b\u5728 KCA \u7b56\u7565\u4e0b\u6574\u4f53\u8868\u73b0\u6709\u6240\u63d0\u5347\u3002\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u4e0d\u540c<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u89c4\u6a21\u7684 LMMs \u5728\u5f15\u5165 KCA \u7b56\u7565\u540e\uff0c\u5728\u4e25\u683c\u548c\u5bbd\u677e\u6307\u6807\u4e0a\u5747\u8868\u73b0\u51fa\u4e00\u81f4\u7684\u6027\u80fd\u63d0\u5347\u3002<\/section>\n<\/li>\n<li>\n<section>KCA \u7b56\u7565\u663e\u8457\u7f13\u89e3\u4e86 IK \u95ee\u9898\uff0c\u4f46\u5bf9 IG \u95ee\u9898\u7684\u6539\u5584\u5e76\u4e0d\u660e\u663e\u3002\u8fd9\u4e0e\u4eba\u7c7b\u76f4\u89c9\u4e00\u81f4\uff0c\u56e0\u4e3a\u77e5\u8bc6\u63cf\u8ff0\u4e3b\u8981\u89e3\u51b3\u7684\u662f\u63a8\u7406\u77e5\u8bc6\u7684\u7f3a\u53e3\u3002\u7136\u800c\uff0c\u8981\u89e3\u51b3 IG \u95ee\u9898\uff0c\u9700\u8981\u5168\u9762\u63d0\u5347 LMMs \u7684\u77e5\u8bc6\u6cdb\u5316\u80fd\u529b\uff0c\u8fd9\u4e5f\u4e3a\u672a\u6765\u7814\u7a76\u6307\u660e\u4e86\u65b9\u5411\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u603b\u7ed3<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 WE-MATH\uff0c\u4e00\u4e2a\u7528\u4e8e\u7ec6\u7c92\u5ea6\u8bc4\u6d4b LMMs \u5728\u89c6\u89c9\u6570\u5b66\u63a8\u7406\u4efb\u52a1\u4e2d\u4f5c\u7b54\u673a\u5236\u7684\u7efc\u5408<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u3002WE-MATH \u5171\u5305\u542b 6.5k \u4e2a\u89c6\u89c9\u6570\u5b66\u95ee\u9898\uff0c\u6db5\u76d6 5 \u5c42 67 \u4e2a\u77e5\u8bc6\u70b9\u7684\u591a\u7ea7\u77e5\u8bc6\u67b6\u6784\u3002\u6211\u4eec\u5f00\u521b\u6027\u5730\u6839\u636e\u9898\u76ee\u6240\u9700\u7684\u77e5\u8bc6\u70b9\u5c06\u5176\u62c6\u89e3\u4e3a\u591a\u4e2a\u5b50\u95ee\u9898\uff0c\u5e76\u5f15\u5165\u4e86\u4e00\u79cd\u65b0\u7684\u56db\u7ef4\u5ea6\u6307\u6807\u7528\u4e8e\u7ec6\u7c92\u5ea6\u7684\u63a8\u7406\u8bc4\u4f30\u3002\u901a\u8fc7 WE-MATH\uff0c\u6211\u4eec\u5bf9\u73b0\u6709\u7684 LMMs \u5728\u89c6\u89c9\u6570\u5b66\u63a8\u7406\u4e2d\u7684\u8868\u73b0\u8fdb\u884c\u4e86\u5168\u9762\u8bc4\u4f30\uff0c\u5e76\u63ed\u793a\u4e86\u6a21\u578b\u4f5c\u7b54\u60c5\u51b5\u4e0e\u9898\u76ee\u6240\u5305\u542b\u7684\u77e5\u8bc6\u70b9\u6570\u91cf\u5448\u73b0\u8f83\u660e\u663e\u7684\u8d1f\u76f8\u5173\u5173\u7cfb\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u6211\u4eec\u53d1\u73b0\u591a\u6570\u6a21\u578b\u5b58\u5728\u6b7b\u8bb0\u786c\u80cc\u7684\u95ee\u9898 (RM)\uff0c\u5e76\u4e14\u77e5\u8bc6\u638c\u63e1\u4e0d\u8db3\uff08IK\uff09\u662f LMMs \u6700\u5927\u7684\u7f3a\u9677\u3002\u7136\u800c\uff0cGPT-4o \u7684\u4e3b\u8981\u6311\u6218\u5df2\u4ece IK \u9010\u6e10\u8f6c\u5411 IG\uff0c\u8fd9\u8868\u660e\u5b83\u662f\u7b2c\u4e00\u4e2a\u8fc8\u5411\u4e0b\u4e00\u4e2a\u9636\u6bb5\u7684\u6a21\u578b\u3002\u6700\u540e\uff0c\u6211\u4eec\u5bf9 KCA \u7b56\u7565\u548c\u9519\u8bef\u6848\u4f8b\u7684\u5206\u6790\u8fdb\u4e00\u6b65\u542f\u53d1\u6027\u5730\u5f15\u5bfc\u73b0\u6709\u7684 LMMs \u5411\u4eba\u7c7b\u822c\u7684\u89c6\u89c9\u6570\u5b66\u63a8\u7406\u53d1\u5c55\u3002<\/section>\n<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-23-3\" target=\"_blank\">\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898 [&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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[73,68],"class_list":["post-34692","post","type-post","status-publish","format-standard","hentry","category-news","tag-73","tag-68"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=34692\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=34692\",\"url\":\"https:\/\/17aitech.com\/?p=34692\",\"name\":\"\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=34692#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=34692#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.png\",\"datePublished\":\"2024-12-10T22:57:08+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=34692#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=34692\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=34692#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=34692#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73 - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=34692","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=34692","url":"https:\/\/17aitech.com\/?p=34692","name":"\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=34692#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=34692#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.png","datePublished":"2024-12-10T22:57:08+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=34692#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=34692"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=34692#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-330e94839f459ffffa90dcc9f1fda835.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=34692#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u771f\u76f8\u4e86\uff01\u5927\u6a21\u578b\u89e3\u6570\u5b66\u9898\u548c\u4eba\u7c7b\u771f\u4e0d\u4e00\u6837\uff1a\u6b7b\u8bb0\u786c\u80cc\u3001\u77e5\u8bc6\u6b20\u7f3a\u660e\u663e\uff0cGPT-4o\u8868\u73b0\u6700\u4f73"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/34692","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=34692"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/34692\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=34692"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=34692"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=34692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}