{"id":240703,"date":"2025-08-25T18:13:51","date_gmt":"2025-08-25T10:13:51","guid":{"rendered":"https:\/\/www.hkubs.hku.hk\/media\/ai-reasoning-and-on-chinese-tasks-takes-centre-stage-hku-benchmarks-the-brains-behind-36-leading-llms\/"},"modified":"2025-08-25T18:14:43","modified_gmt":"2025-08-25T10:14:43","slug":"ai-reasoning-and-on-chinese-tasks-takes-centre-stage-hku-benchmarks-the-brains-behind-36-leading-llms","status":"publish","type":"hkubs-media","link":"https:\/\/www.hkubs.hku.hk\/sc\/media\/press-release\/ai-reasoning-and-on-chinese-tasks-takes-centre-stage-hku-benchmarks-the-brains-behind-36-leading-llms\/","title":{"rendered":"\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u53d1\u5e03\u4e2d\u6587\u8bed\u5883\u4e0bAI\u201c\u6700\u5f3a\u5927\u8111\u201d\u8bc4\u6d4b \u63ed\u6653\u4e2d\u7f8e36\u6b3e\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u80fd\u529b\u6392\u540d"},"content":{"rendered":"

\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u53d1\u8868\u300a\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u80fd\u529b\u6d4b\u8bc4\u62a5\u544a\u300b<\/strong>\uff0c\u9488\u5bf936 \u6b3e\u4e3b\u6d41\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8fdb\u884c\u4e86\u4e2d\u6587\u8bed\u5883\u4e0b\u63a8\u7406\u80fd\u529b\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5168\u9762\u63ed\u793a\u4e0d\u540c\u6a21\u578b\u5728\u63a8\u7406\u6027\u80fd\u4e0a\u7684\u5dee\u5f02\u3002 \u62a5\u544a\u663e\u793a\uff0cGPT-o3\u5728\u57fa\u7840\u903b\u8f91\u80fd\u529b\u8bc4\u6d4b\u4e0a\u53d6\u5f97\u9886\u5148\uff0cGemini 2.5 Flash\u5728\u60c5\u5883\u63a8\u7406\u80fd\u529b\u8bc4\u6d4b\u4e2d\u4f4d\u5217\u699c\u9996\u3002 \u5728\u7efc\u5408\u80fd\u529b\u6392\u540d\u4e0a\uff0c\u8c46\u53051.5 Pro\uff08\u601d\u8003\u6a21\u5f0f\uff09\u6392\u540d\u9996\u4f4d\uff0cOpen AI\u8fd1\u65e5\u63a8\u51fa\u7684GPT-5\u7d27\u968f\u5176\u540e\uff0c\u8c46\u53051.5 Pro\u3001\u901a\u4e49\u5343\u95ee3\uff08\u601d\u8003\u6a21\u5f0f\uff09\uff0c\u4ee5\u53caDeepSeek-R1\u5728\u5185\u7684\u591a\u6b3e\u6765\u81ea\u4e2d\u56fd\u7684LLM\u4e5f\u5747\u6392\u5165\u524d\u5217\uff0c\u5c55\u73b0\u4e86\u4e2d\u56fdLLM\u5728\u4e2d\u6587\u8bed\u5883\u4e2d\u4f18\u8d8a\u7684\u63a8\u7406\u80fd\u529b\u3002<\/p>\n

\u4eceOpenAI o1\u7387\u5148\u63a8\u51fa\u63a8\u7406\u6a21\u578b\uff0c\u5230DeepSeek-R1\u56e0\u89e3\u9898\u80fd\u529b\u6210\u4e3a\u516c\u4f17\u7126\u70b9\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u8d5b\u9053\u5728\u4e0d\u65ad\u6f14\u5316\uff0c\u63a8\u7406\u80fd\u529b\u9010\u6e10\u6210\u4e3a\u65b0\u7684\u7ade\u6280\u573a\u3002 \u6709\u9274\u4e8e\u6b64\uff0c\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u521b\u65b0\u53ca\u8d44\u8baf\u7ba1\u7406\u5b66\u6559\u6388\u517c\u590f\u5229\u83b1\u4f09\u4fea\u57fa\u91d1\u6559\u6388<\/strong> \uff08\u6218\u7565\u4fe1\u606f\u7ba1\u7406\u5b66\uff09\u848b\u9547\u8f89<\/strong>\u7387\u9886\u4eba\u5de5\u667a\u80fd\u8bc4\u4f30\u5b9e\u9a8c\u5ba4\uff08AIEL\uff09\uff08https:\/\/hkubs.hku.hk\/aimodelrankings<\/a>\uff09\u7814\u7a76\u4eba\u5458\uff0c\u9996\u6b21\u6784\u5efa\u4e86\u6db5\u76d6\u57fa\u7840\u903b\u8f91\u4e0e\u60c5\u5883\u63a8\u7406\u80fd\u529b\u7684\u7efc\u5408\u8bc4\u6d4b\u4f53\u7cfb\uff0c\u901a\u8fc7\u4e0d\u540c\u96be\u5ea6\u7684\u6d4b\u8bd5\u96c6\uff0c\u8fdb\u884cLLM\u5728\u4e2d\u6587\u8bed\u5883\u4e0b\u7684\u57fa\u51c6\u6d4b\u8bd5\u3002 \u6d4b\u8bd5\u5bf9\u8c61\u4e3a\u4e2d\u7f8e\u4e24\u56fd36\u6b3e\u4e3b\u6d41LLM\uff0c\u5305\u62ec14\u6b3e\u63a8\u7406\u4e13\u7528\u6a21\u578b\u300120\u6b3e\u901a\u7528\u6a21\u578b\u548c2\u6b3e\u4e00\u4f53\u5316\u7cfb\u7edf\u3002 \u8bc4\u6d4b\u7ed3\u679c\u663e\u793a\uff0c\u57fa\u7840\u903b\u8f91\u4efb\u52a1\u4e2d\uff0c\u63a8\u7406\u4e13\u7528\u6a21\u578b\u4e0e\u901a\u7528\u6a21\u578b\u5dee\u8ddd\u8f83\u5c0f\uff1b \u5728\u63a8\u7406\u4efb\u52a1\u4e2d\uff0c\u63a8\u7406\u6a21\u578b\u7684\u4f18\u52bf\u9010\u6e10\u7a81\u663e\u3002 \u53e6\u5916\uff0c\u540c\u4e00\u516c\u53f8\u7684\u6a21\u578b\u5bf9\u6bd4\u7ed3\u679c\u4ea6\u663e\u793a\uff0c\u63a8\u7406\u6a21\u578b\u5728\u60c5\u5883\u63a8\u7406\u65b9\u9762\u6574\u4f53\u8868\u73b0\u66f4\u4f18\uff0c\u5370\u8bc1\u4e86\u9488\u5bf9\u590d\u6742\u4efb\u52a1\u8bbe\u8ba1\u7684\u6a21\u578b\u67b6\u6784\uff0c\u5177\u6709\u66f4\u5f3a\u7684\u7efc\u5408\u7ade\u4e89\u529b\u3002<\/p>\n

\u848b\u9547\u8f89\u6559\u6388<\/strong>\u8868\u793a\uff1a\u201c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u4e0e\u5176\u6587\u5316\u548c\u8bed\u8a00\u73af\u5883\u6709\u5343\u4e1d\u4e07\u7f15\u7684\u5173\u7cfb\u3002 \u73b0\u65f6\uff0c\u5728\u5927\u6a21\u578b\u63a8\u7406\u80fd\u529b\u5907\u53d7\u5173\u6ce8\uff0c\u6211\u4eec\u5e0c\u671b\u80fd\u900f\u8fc7\u8fd9\u5957\u8bc4\u6d4b\u4f53\u7cfb\uff0c\u627e\u5230\u4e2d\u6587\u8bed\u5883\u4e2d\u7684\u2018\u6700\u5f3a\u5927\u8111\u2019\uff0c\u63a8\u52a8\u5404\u5927\u6a21\u578b\u6301\u7eed\u63d0\u5347\u81ea\u8eab\u7684\u63a8\u7406\u80fd\u529b\uff0c\u8fdb\u4e00\u6b65\u4fc3\u8fdb\u6548\u7387\u548c\u6210\u672c\uff0c\u5728\u66f4\u5e7f\u9614\u7684\u5e94\u7528\u573a\u666f\u4e2d\u53d1\u6325\u4ef7\u503c\u3002\u201d<\/p>\n

 <\/p>\n

\u8bc4\u6d4b\u65b9\u6cd5<\/h3>\n

\u672c\u6b21\u8bc4\u6d4b\u4e2d\u4e5d\u6210\u7684\u9898\u76ee\u4e3a\u539f\u521b\u6216\u7ecf\u8fc7\u6df1\u5ea6\u6539\u7f16\uff0c\u4ea6\u6709\u4e00\u6210\u9009\u81ea\u4e2d\u56fd\u5185\u5730\u4e2d\u9ad8\u8003\u8bd5\u5377\u9898\u76ee\u53ca\u77e5\u540d\u6570\u636e\u96c6\uff0c\u52a1\u6c42\u771f\u5b9e\u68c0\u9a8c\u6a21\u578b\u7684\u81ea\u4e3b\u63a8\u7406\u80fd\u529b\u3002<\/p>\n

\u9898\u76ee\u590d\u6742\u5ea6\u4e0a\uff0c\u7b80\u6613\u9898\u76ee\u5360\u516d\u6210\uff0c\u590d\u6742\u9898\u76ee\u5360\u56db\u6210\uff1b \u5e76\u91c7\u53d6\u903b\u8f91\u590d\u6742\u5ea6\u9010\u7ea7\u9012\u8fdb\u7684\u80fd\u529b\u8bc4\u6d4b\u94fe\u6761\uff0c\u4ee5\u7cbe\u51c6\u523b\u753b\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u8fb9\u754c\u3002<\/p>\n

\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u5219\u6839\u636e\u51c6\u786e\u6027\uff08\u6b63\u786e\u7387\u6216\u5408\u7406\u6027\uff09\u3001\u903b\u8f91\u8fde\u8d2f\u6027\u4e0e\u8bed\u8a00\u7cbe\u70bc\u6027\u8fdb\u884c\u8bc4\u5206\u3002<\/p>\n

 <\/p>\n

\u57fa\u7840\u903b\u8f91\u80fd\u529b\u6392\u540d<\/h3>\n

\u5728\u57fa\u7840\u903b\u8f91\u80fd\u529b\u6d4b\u8bc4\u4e2d\uff0cGPT-o3\u593a\u5f97\u51a0\u519b\uff0c\u8c46\u53051.5 Pro\uff08\u601d\u8003\u6a21\u5f0f\uff09\u7d27\u968f\u5176\u540e\u3002\u90e8\u5206\u6a21\u578b\u5982Llama 3.3 70B\u548c360\u667a\u81112-o1\u5219\u5728\u57fa\u7840\u903b\u8f91\u9886\u57df\u5b58\u5728\u660e\u663e\u4e0d\u8db3\u4e4b\u5904\uff0c\u540e\u8005\u5728\u591a\u524d\u63d0\u63a8\u5bfc\u9886\u57df\u6b63\u786e\u7387\u4e0d\u8db3\u516d\u6210\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u6392\u540d<\/strong><\/td>\n\u6a21\u578b\u540d\u79f0<\/strong><\/td>\n\u57fa\u7840\u903b\u8f91\u80fd\u529b<\/strong><\/p>\n

\u52a0\u6743\u5f97\u5206<\/strong><\/td>\n<\/tr>\n

1<\/td>\nGPT-o3<\/td>\n97<\/td>\n<\/tr>\n
2<\/td>\n\u8c46\u53051.5 Pro<\/td>\n96<\/td>\n<\/tr>\n
3<\/td>\n\u8c46\u53051.5 Pro\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n95<\/td>\n<\/tr>\n
4<\/td>\nGPT-5<\/td>\n94<\/td>\n<\/tr>\n
5<\/td>\nDeepSeek-R1<\/td>\n92<\/td>\n<\/tr>\n
6<\/td>\n\u901a\u4e49\u5343\u95ee3\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n90<\/td>\n<\/tr>\n
7<\/td>\nGemini 2.5 Pro<\/td>\n88<\/td>\n<\/tr>\n
7<\/td>\nGPT-o4 mini<\/td>\n88<\/td>\n<\/tr>\n
7<\/td>\n\u6df7\u5143-T1<\/td>\n88<\/td>\n<\/tr>\n
7<\/td>\n\u6587\u5fc3\u4e00\u8a00 X1-Turbo<\/td>\n88<\/td>\n<\/tr>\n
11<\/td>\nGPT-4.1<\/td>\n87<\/td>\n<\/tr>\n
11<\/td>\nGPT-4o<\/td>\n87<\/td>\n<\/tr>\n
11<\/td>\n\u901a\u4e49\u5343\u95ee3<\/td>\n87<\/td>\n<\/tr>\n
14<\/td>\nDeepSeek-V3<\/td>\n86<\/td>\n<\/tr>\n
14<\/td>\nGrok 3\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n86<\/td>\n<\/tr>\n
14<\/td>\n\u65e5\u65e5\u65b0 V6\u63a8\u7406<\/td>\n86<\/td>\n<\/tr>\n
17<\/td>\nClaude 4 Opus<\/td>\n85<\/td>\n<\/tr>\n
17<\/td>\nClaude 4 Opus \uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n85<\/td>\n<\/tr>\n
19<\/td>\nGemini 2.5 Flash<\/td>\n84<\/td>\n<\/tr>\n
20<\/td>\n\u65e5\u65e5\u65b0 V6 Pro<\/td>\n83<\/td>\n<\/tr>\n
21<\/td>\n\u6df7\u5143-TurboS<\/td>\n81<\/td>\n<\/tr>\n
22<\/td>\nBaichuan4-Turbo<\/td>\n80<\/td>\n<\/tr>\n
22<\/td>\nGrok 3<\/td>\n80<\/td>\n<\/tr>\n
22<\/td>\nGrok 4<\/td>\n80<\/td>\n<\/tr>\n
22<\/td>\nYi- Lightning<\/td>\n80<\/td>\n<\/tr>\n
26<\/td>\nMiniMax-01<\/td>\n79<\/td>\n<\/tr>\n
27<\/td>\nSpark 4.0 Ultra<\/td>\n77<\/td>\n<\/tr>\n
27<\/td>\nStep R1-V-Mini<\/td>\n77<\/td>\n<\/tr>\n
29<\/td>\nGLM-4-plus<\/td>\n76<\/td>\n<\/tr>\n
29<\/td>\nGLM-Z1-Air<\/td>\n76<\/td>\n<\/tr>\n
29<\/td>\nKimi<\/td>\n76<\/td>\n<\/tr>\n
32<\/td>\n\u6587\u5fc3\u4e00\u8a004.5-Turbo<\/td>\n74<\/td>\n<\/tr>\n
33<\/td>\nStep 2<\/td>\n73<\/td>\n<\/tr>\n
34<\/td>\nKimi-k1.5<\/td>\n72<\/td>\n<\/tr>\n
35<\/td>\nLlama 3.3 70B<\/td>\n64<\/td>\n<\/tr>\n
36<\/td>\n360\u667a\u81112-o1<\/td>\n59<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

\u56fe\u88681\uff1a\u57fa\u7840\u903b\u8f91\u80fd\u529b\u6392\u540d<\/p>\n

\u00a0<\/strong><\/p>\n

\u60c5\u5883\u63a8\u7406\u80fd\u529b\u6392\u540d<\/h3>\n

\u5728\u60c5\u5883\u63a8\u7406\u80fd\u529b\u6392\u540d\u4e2d\uff0cGemini 2.5 Flash\u5728\u5e38\u8bc6\u63a8\u7406\u548c\u5b66\u79d1\u63a8\u7406\u7b49\u591a\u4e2a\u9886\u57df\u4e2d\u7684\u4f18\u8d8a\u8868\u73b0\u4f4d\u5c45\u699c\u9996\uff1b\u8c46\u53051.5 Pro\uff08\u601d\u8003\u6a21\u5f0f\uff09\u5728\u5e38\u8bc6\u63a8\u7406\u9886\u57df\u8868\u73b0\u4f18\u5f02\uff0cGemini 2.5 Pro\u5219\u5728\u5b66\u79d1\u4e0e\u51b3\u7b56\u63a8\u7406\u4e0a\u5c3d\u663e\u4f18\u52bf\uff0c\u4e24\u8005\u5e76\u5217\u6b21\u540d\u3002\u6b64\u5916\uff0cGrok3\uff08\u601d\u8003\u6a21\u5f0f\uff09\u4ee5\u53caGPT\u3001\u6587\u5fc3\u4e00\u8a00\u3001DeepSeek\u3001\u6df7\u5143\uff0c\u548c\u901a\u4e49\u5343\u95ee\u7cfb\u5217\u6a21\u578b\u5747\u8868\u73b0\u4eae\u773c\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u6392\u540d<\/strong><\/td>\n\u6a21\u578b\u540d\u79f0<\/strong><\/td>\n\u5e38\u8bc6\u63a8\u7406<\/strong><\/td>\n\u5b66\u79d1\u63a8\u7406<\/strong><\/td>\n\u4e0d\u786e\u5b9a\u6027\u4e0b\u51b3\u7b56\u63a8\u7406<\/strong><\/td>\n\u9053\u5fb7\u4e0e\u4f26\u7406\u63a8\u7406<\/strong><\/td>\n\u6700\u7ec8\u52a0\u6743\u5f97\u5206<\/strong><\/td>\n<\/tr>\n
1<\/td>\nGemini 2.5 Flash<\/td>\n98<\/td>\n93<\/td>\n89<\/td>\n87<\/td>\n92<\/td>\n<\/tr>\n
2<\/td>\n\u8c46\u53051.5 Pro\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n97<\/td>\n92<\/td>\n88<\/td>\n87<\/td>\n91<\/td>\n<\/tr>\n
2<\/td>\nGemini 2.5 Pro<\/td>\n93<\/td>\n94<\/td>\n90<\/td>\n87<\/td>\n91<\/td>\n<\/tr>\n
4<\/td>\nGrok 3\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n96<\/td>\n88<\/td>\n89<\/td>\n86<\/td>\n90<\/td>\n<\/tr>\n
5<\/td>\nGPT-5<\/td>\n88<\/td>\n98<\/td>\n88<\/td>\n83<\/td>\n89<\/td>\n<\/tr>\n
5<\/td>\n\u6df7\u5143-T1<\/td>\n97<\/td>\n95<\/td>\n84<\/td>\n81<\/td>\n89<\/td>\n<\/tr>\n
5<\/td>\n\u901a\u4e49\u5343\u95ee3\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n96<\/td>\n89<\/td>\n86<\/td>\n85<\/td>\n89<\/td>\n<\/tr>\n
5<\/td>\n\u6587\u5fc3\u4e00\u8a00 X1-Turbo<\/td>\n98<\/td>\n85<\/td>\n86<\/td>\n86<\/td>\n89<\/td>\n<\/tr>\n
9<\/td>\nDeepSeek-R1<\/td>\n94<\/td>\n93<\/td>\n78<\/td>\n82<\/td>\n87<\/td>\n<\/tr>\n
9<\/td>\n\u901a\u4e49\u5343\u95ee3<\/td>\n97<\/td>\n79<\/td>\n87<\/td>\n86<\/td>\n87<\/td>\n<\/tr>\n
9<\/td>\n\u6587\u5fc3\u4e00\u8a004.5-Turbo<\/td>\n96<\/td>\n76<\/td>\n87<\/td>\n87<\/td>\n87<\/td>\n<\/tr>\n
12<\/td>\n\u6df7\u5143-TurboS<\/td>\n96<\/td>\n79<\/td>\n83<\/td>\n84<\/td>\n86<\/td>\n<\/tr>\n
13<\/td>\n\u8c46\u53051.5 Pro<\/td>\n97<\/td>\n81<\/td>\n86<\/td>\n74<\/td>\n85<\/td>\n<\/tr>\n
13<\/td>\nGPT-4.1<\/td>\n97<\/td>\n70<\/td>\n87<\/td>\n86<\/td>\n85<\/td>\n<\/tr>\n
13<\/td>\nGPT-o3<\/td>\n90<\/td>\n95<\/td>\n73<\/td>\n80<\/td>\n85<\/td>\n<\/tr>\n
13<\/td>\nGrok 3<\/td>\n97<\/td>\n69<\/td>\n87<\/td>\n86<\/td>\n85<\/td>\n<\/tr>\n
13<\/td>\nGrok 4<\/td>\n82<\/td>\n87<\/td>\n82<\/td>\n87<\/td>\n85<\/td>\n<\/tr>\n
17<\/td>\nDeepSeek-V3<\/td>\n95<\/td>\n81<\/td>\n84<\/td>\n77<\/td>\n84<\/td>\n<\/tr>\n
19<\/td>\nGPT-4o<\/td>\n98<\/td>\n65<\/td>\n87<\/td>\n78<\/td>\n82<\/td>\n<\/tr>\n
19<\/td>\nGPT-o4 mini<\/td>\n91<\/td>\n87<\/td>\n72<\/td>\n76<\/td>\n82<\/td>\n<\/tr>\n
21<\/td>\nClaude 4 Opus\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n96<\/td>\n84<\/td>\n72<\/td>\n71<\/td>\n81<\/td>\n<\/tr>\n
21<\/td>\nMiniMax-01<\/td>\n96<\/td>\n69<\/td>\n83<\/td>\n75<\/td>\n81<\/td>\n<\/tr>\n
21<\/td>\n360\u667a\u81112-o1<\/td>\n93<\/td>\n76<\/td>\n81<\/td>\n72<\/td>\n81<\/td>\n<\/tr>\n
24<\/td>\nClaude 4 Opus<\/td>\n95<\/td>\n85<\/td>\n70<\/td>\n70<\/td>\n80<\/td>\n<\/tr>\n
24<\/td>\nGLM-4-plus<\/td>\n93<\/td>\n71<\/td>\n83<\/td>\n73<\/td>\n80<\/td>\n<\/tr>\n
24<\/td>\nStep 2<\/td>\n97<\/td>\n63<\/td>\n82<\/td>\n78<\/td>\n80<\/td>\n<\/tr>\n
27<\/td>\nYi- Lightning<\/td>\n97<\/td>\n59<\/td>\n82<\/td>\n79<\/td>\n79<\/td>\n<\/tr>\n
27<\/td>\nKimi<\/td>\n94<\/td>\n61<\/td>\n79<\/td>\n81<\/td>\n79<\/td>\n<\/tr>\n
29<\/td>\nSpark 4.0 Ultra<\/td>\n91<\/td>\n71<\/td>\n75<\/td>\n76<\/td>\n78<\/td>\n<\/tr>\n
30<\/td>\n\u65e5\u65e5\u65b0 V6 Pro<\/td>\n86<\/td>\n58<\/td>\n84<\/td>\n78<\/td>\n77<\/td>\n<\/tr>\n
31<\/td>\nGLM-Z1-Air<\/td>\n90<\/td>\n76<\/td>\n73<\/td>\n64<\/td>\n76<\/td>\n<\/tr>\n
32<\/td>\nLlama 3.3 70B<\/td>\n82<\/td>\n52<\/td>\n83<\/td>\n81<\/td>\n75<\/td>\n<\/tr>\n
33<\/td>\n\u65e5\u65e5\u65b0 V6\u63a8\u7406<\/td>\n96<\/td>\n63<\/td>\n68<\/td>\n70<\/td>\n74<\/td>\n<\/tr>\n
34<\/td>\nBaichuan4-Turbo<\/td>\n91<\/td>\n48<\/td>\n77<\/td>\n69<\/td>\n71<\/td>\n<\/tr>\n
35<\/td>\nStep R1-V-Mini<\/td>\n96<\/td>\n80<\/td>\n37<\/td>\n51<\/td>\n66<\/td>\n<\/tr>\n
36<\/td>\nKimi-k1.5<\/td>\n84<\/td>\n79<\/td>\n42<\/td>\n58<\/td>\n66<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/strong><\/p>\n

\u56fe\u88682\uff1a\u60c5\u5883\u63a8\u7406\u80fd\u529b\u6392\u540d<\/p>\n

 <\/p>\n

\u7efc\u5408\u80fd\u529b\u6392\u540d<\/h3>\n

\u5728\u7efc\u5408\u80fd\u529b\u6392\u540d\u4e0a\uff0c\u53c2\u4e0e\u8bc4\u6d4b\u768436\u4e2a\u6a21\u578b\u7684\u8868\u73b0\u5dee\u5f02\u663e\u8457\u3002\u8c46\u53051.5 Pro\uff08\u601d\u8003\u6a21\u5f0f\uff09\u4ee5\u5728\u57fa\u7840\u903b\u8f91\u80fd\u529b\u548c\u60c5\u5883\u63a8\u7406\u80fd\u529b\u4e0a\u7684\u7efc\u5408\u8868\u73b0\u5353\u8d8a\uff0c\u6392\u540d\u7b2c\u4e00\uff0cGPT-5\u7d27\u968f\u5176\u540e\uff0cGPT-o3\u548c\u8c46\u53051.5 Pro\u5206\u5217\u7b2c\u4e09\u3001\u7b2c\u56db\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u6392\u540d<\/strong><\/td>\n\u6a21\u578b\u540d\u79f0<\/strong><\/td>\n\u7efc\u5408\u5f97\u5206<\/strong><\/td>\n<\/tr>\n
1<\/td>\n\u8c46\u53051.5 Pro\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n93<\/td>\n<\/tr>\n
2<\/td>\nGPT-5<\/td>\n91.5<\/td>\n<\/tr>\n
3<\/td>\nGPT-o3<\/td>\n91<\/td>\n<\/tr>\n
4<\/td>\n\u8c46\u53051.5 Pro<\/td>\n90.5<\/td>\n<\/tr>\n
5<\/td>\nDeepSeek-R1<\/td>\n89.5<\/td>\n<\/tr>\n
5<\/td>\nGemini 2.5 Pro<\/td>\n89.5<\/td>\n<\/tr>\n
5<\/td>\n\u901a\u4e49\u5343\u95ee3\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n89.5<\/td>\n<\/tr>\n
8<\/td>\n\u6df7\u5143-T1<\/td>\n88.5<\/td>\n<\/tr>\n
8<\/td>\n\u6587\u5fc3\u4e00\u8a00 X1-Turbo<\/td>\n88.5<\/td>\n<\/tr>\n
10<\/td>\nGemini 2.5 flash<\/td>\n88<\/td>\n<\/tr>\n
10<\/td>\nGrok 3\uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n88<\/td>\n<\/tr>\n
12<\/td>\n\u901a\u4e49\u5343\u95ee3<\/td>\n87<\/td>\n<\/tr>\n
13<\/td>\nGPT-4.1<\/td>\n86<\/td>\n<\/tr>\n
14<\/td>\nDeepSeek-V3<\/td>\n85<\/td>\n<\/tr>\n
14<\/td>\nGPT-o4 mini<\/td>\n85<\/td>\n<\/tr>\n
16<\/td>\nGPT-4o<\/td>\n84.5<\/td>\n<\/tr>\n
17<\/td>\n\u6df7\u5143-TurboS<\/td>\n83.5<\/td>\n<\/tr>\n
18<\/td>\nClaude 4 Opus \uff08\u601d\u8003\u6a21\u5f0f\uff09<\/td>\n83<\/td>\n<\/tr>\n
19<\/td>\nClaude 4 Opus<\/td>\n82.5<\/td>\n<\/tr>\n
19<\/td>\nGrok 3<\/td>\n82.5<\/td>\n<\/tr>\n
19<\/td>\nGrok 4<\/td>\n82.5<\/td>\n<\/tr>\n
22<\/td>\n\u6587\u5fc3\u4e00\u8a004.5-Turbo<\/td>\n80.5<\/td>\n<\/tr>\n
23<\/td>\nMiniMax-01<\/td>\n80<\/td>\n<\/tr>\n
23<\/td>\n\u65e5\u65e5\u65b0 V6 Pro<\/td>\n80<\/td>\n<\/tr>\n
23<\/td>\n\u65e5\u65e5\u65b0 V6\u63a8\u7406<\/td>\n80<\/td>\n<\/tr>\n
26<\/td>\nYi- Lightning<\/td>\n79.5<\/td>\n<\/tr>\n
27<\/td>\nGLM-4-plus<\/td>\n78<\/td>\n<\/tr>\n
28<\/td>\nKimi<\/td>\n77.5<\/td>\n<\/tr>\n
28<\/td>\nSpark 4.0 Ultra<\/td>\n77.5<\/td>\n<\/tr>\n
30<\/td>\nStep 2<\/td>\n76.5<\/td>\n<\/tr>\n
30<\/td>\nGLM-Z1-Air<\/td>\n76<\/td>\n<\/tr>\n
32<\/td>\nBaichuan4-Turbo<\/td>\n75.5<\/td>\n<\/tr>\n
33<\/td>\nStep R1-V-Mini<\/td>\n71.5<\/td>\n<\/tr>\n
34<\/td>\n360\u667a\u81112-o1<\/td>\n70<\/td>\n<\/tr>\n
35<\/td>\nLlama 3.3 70B<\/td>\n69.5<\/td>\n<\/tr>\n
36<\/td>\nKimi-k1.5<\/td>\n69<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

\u56fe\u88683\uff1a\u7efc\u5408\u80fd\u529b\u6392\u540d<\/p>\n

 <\/p>\n

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 <\/p>\n

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