{"id":5280,"date":"2026-05-28T21:00:27","date_gmt":"2026-05-28T13:00:27","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/05\/28\/7b%e6%89%93%e8%b4%a5o3%e3%80%81gpt-5%ef%bc%81%e5%8c%bb%e5%ad%a6ai%e6%99%ba%e8%83%bd%e4%bd%93%e8%ae%a9%e6%a8%a1%e5%9e%8b%e5%ad%a6%e4%bc%9a%e7%9c%8b%e5%93%aa%e9%87%8c%e3%80%81%e6%80%8e%e4%b9%88\/"},"modified":"2026-05-28T21:00:27","modified_gmt":"2026-05-28T13:00:27","slug":"7b%e6%89%93%e8%b4%a5o3%e3%80%81gpt-5%ef%bc%81%e5%8c%bb%e5%ad%a6ai%e6%99%ba%e8%83%bd%e4%bd%93%e8%ae%a9%e6%a8%a1%e5%9e%8b%e5%ad%a6%e4%bc%9a%e7%9c%8b%e5%93%aa%e9%87%8c%e3%80%81%e6%80%8e%e4%b9%88","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/05\/28\/7b%e6%89%93%e8%b4%a5o3%e3%80%81gpt-5%ef%bc%81%e5%8c%bb%e5%ad%a6ai%e6%99%ba%e8%83%bd%e4%bd%93%e8%ae%a9%e6%a8%a1%e5%9e%8b%e5%ad%a6%e4%bc%9a%e7%9c%8b%e5%93%aa%e9%87%8c%e3%80%81%e6%80%8e%e4%b9%88\/","title":{"rendered":"7B\u6253\u8d25o3\u3001GPT-5\uff01\u533b\u5b66AI\u667a\u80fd\u4f53\u8ba9\u6a21\u578b\u5b66\u4f1a\u201c\u770b\u54ea\u91cc\u3001\u600e\u4e48\u770b\u201d"},"content":{"rendered":"
\"7B\u6253\u8d25o3\u3001GPT-5\uff01\u533b\u5b66AI\u667a\u80fd\u4f53\u8ba9\u6a21\u578b\u5b66\u4f1a\u201c\u770b\u54ea\u91cc\u3001\u600e\u4e48\u770b\u201d\"\/<\/div><\/figure>\n
\"7B\u6253\u8d25o3\u3001GPT-5\uff01\u533b\u5b66AI\u667a\u80fd\u4f53\u8ba9\u6a21\u578b\u5b66\u4f1a\u201c\u770b\u54ea\u91cc\u3001\u600e\u4e48\u770b\u201d\"\/<\/div><\/figure>\n
\"7B\u6253\u8d25o3\u3001GPT-5\uff01\u533b\u5b66AI\u667a\u80fd\u4f53\u8ba9\u6a21\u578b\u5b66\u4f1a\u201c\u770b\u54ea\u91cc\u3001\u600e\u4e48\u770b\u201d\"\/<\/div><\/figure>\n
\"7B\u6253\u8d25o3\u3001GPT-5\uff01\u533b\u5b66AI\u667a\u80fd\u4f53\u8ba9\u6a21\u578b\u5b66\u4f1a\u201c\u770b\u54ea\u91cc\u3001\u600e\u4e48\u770b\u201d\"\/<\/div><\/figure>\n

\u533b\u5b66AI Agent\u5230\u4e86\u5173\u952e\u62d0\u70b9<\/p>\n

\u533b\u5b66AI\u4f1a\u5199\u89e3\u91ca\uff0c\u4f46\u4e0d\u4ee3\u8868\u5b83\u771f\u7684\u201c\u770b\u5230\u201d\u4e86\u5173\u952e\u8bc1\u636e\u3002<\/p>\n

\u8fc7\u53bb\u7684\u533b\u5b66\u591a\u6a21\u6001\u6a21\u578b\uff0c\u5927\u591a\u662f\u628a\u4e00\u5f20\u5f71\u50cf\u6216\u4e00\u6bb5\u89c6\u9891\u7f16\u7801\u6210\u89c6\u89c9\u7279\u5f81\uff0c\u7136\u540e\u8ba9\u5927\u6a21\u578b\u751f\u6210\u7b54\u6848\u4e0e\u89e3\u91ca\u3002<\/p>\n

\u4f46\u95ee\u9898\u5728\u4e8e\u2014\u2014\u4e00\u4e2a\u5fae\u5c0f\u75c5\u7076\u3001\u4e00\u4e2a\u8fb9\u754c\u53d8\u5316\u3001\u4e00\u6bb5\u51e0\u79d2\u949f\u7684\u624b\u672f\u52a8\u4f5c\uff0c\u5f80\u5f80\u5c31\u51b3\u5b9a\u4e86\u7b54\u6848\u662f\u5426\u6210\u7acb\u3002<\/p>\n

\u800c\u6a21\u578b\u201c\u88ab\u52a8\u63a5\u6536\u201d\u89c6\u89c9\u4e0a\u4e0b\u6587\u65f6\uff0c\u5f88\u5bb9\u6613\u770b\u9519\u533a\u57df\u3001\u6f0f\u770b\u75c5\u7076\u3002<\/p>\n

\u4e3a\u5e94\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u4e0a\u6d77\u521b\u667a\u5b66\u9662LeapQuest\u56e2\u961f\u8054\u5408\u6d59\u6c5f\u5927\u5b66\u3001\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u3001\u590d\u65e6\u5927\u5b66\uff0c\u4e00\u53e3\u6c14\u62ff\u51fa\u4e86\u4e24\u7bc7ICML 2026\u63a5\u6536\u8bba\u6587\uff0c\u9996\u6b21\u628aThink with Images\/Think with Videos\u8303\u5f0f\u5e94\u7528\u5728\u533b\u5b66AI\u9886\u57df\uff1a<\/p>\n

\u6a21\u578b\u4e0d\u518d\u53ea\u662f\u770b\u5b8c\u56fe\u50cf\u6216\u89c6\u9891\u540e\u751f\u6210\u89e3\u91ca\uff0c\u800c\u662f\u5728\u63a8\u7406\u94fe\u4e2d\u4e3b\u52a8\u8c03\u7528\u89c6\u89c9\u5de5\u5177\uff0c\u91cd\u65b0\u89c2\u5bdf\u5173\u952e\u533a\u57df\u6216\u5173\u952e\u65f6\u523b\uff0c\u5e76\u7528\u65b0\u8bc1\u636e\u4fee\u6b63\u5224\u65ad\u3002<\/p>\n

\u8fd9\u610f\u5473\u7740\uff0c\u89c6\u89c9\u4e0d\u518d\u53ea\u662f\u8f93\u5165\uff0c\u89c6\u89c9\u8bc1\u636e\u672c\u8eab\u6210\u4e86\u6a21\u578b\u601d\u8003\u8fc7\u7a0b\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

\u4e24\u7bc7\u5de5\u4f5c\u7684\u6838\u5fc3\u5173\u952e\u8bcd\u5982\u4e0b\uff1a<\/p>\n

\u4e24\u7bc7\u5de5\u4f5c\u4e0d\u662f\u5b64\u7acb\u6a21\u578b\u5347\u7ea7\uff0c\u800c\u662f\u5171\u540c\u63d0\u51fa\u533b\u5b66AI\u7684\u65b0\u8303\u5f0f\uff1a<\/p>\n

\u8ba9\u89c6\u89c9\u8bc1\u636e\u8fdb\u5165\u6a21\u578b\u7684\u4e2d\u95f4\u601d\u8003\u8fc7\u7a0b\uff0c\u628a\u201c\u89e3\u91ca\u201d\u4ece\u4e8b\u540e\u8bed\u8a00\u751f\u6210\u63a8\u8fdb\u4e3a\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u8bc1\u636e\u67e5\u8bc1\u3002<\/p>\n

\u533b\u5b66AI\u8fc7\u53bb\u6700\u5e38\u89c1\u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c\u662f\u628a\u4e00\u5f20\u5f71\u50cf\u6216\u4e00\u6bb5\u89c6\u9891\u7f16\u7801\u6210\u89c6\u89c9\u7279\u5f81\uff0c\u7136\u540e\u8ba9\u5927\u6a21\u578b\u751f\u6210\u7b54\u6848\u4e0e\u89e3\u91ca\u3002<\/p>\n

\u95ee\u9898\u5728\u4e8e\uff0c\u89e3\u91ca\u770b\u8d77\u6765\u5b8c\u6574\uff0c\u5e76\u4e0d\u4ee3\u8868\u6a21\u578b\u771f\u7684\u770b\u5230\u4e86\u5173\u952e\u8bc1\u636e\u3002\u5c24\u5176\u5728\u533b\u5b66\u573a\u666f\u91cc\uff0c\u4e00\u4e2a\u5fae\u5c0f\u75c5\u7076\u3001\u4e00\u4e2a\u8fb9\u754c\u53d8\u5316\u3001\u4e00\u6bb5\u51e0\u79d2\u949f\u7684\u624b\u672f\u52a8\u4f5c\uff0c\u5f80\u5f80\u5c31\u51b3\u5b9a\u4e86\u7b54\u6848\u662f\u5426\u6210\u7acb\u3002<\/p>\n

Ophiuchus\u548cMedScope\u5171\u540c\u628a\u8fd9\u4e2a\u95ee\u9898\u5411\u524d\u63a8\u8fdb\u4e86\u4e00\u6b65\uff1a\u591a\u6a21\u6001\u6a21\u578b\u4e0d\u518d\u53ea\u662f\u201c\u88ab\u52a8\u63a5\u6536\u89c6\u89c9\u4e0a\u4e0b\u6587\u201d\uff0c\u800c\u662f\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u4e3b\u52a8\u51b3\u5b9a\u662f\u5426\u9700\u8981\u66f4\u591a\u8bc1\u636e\u3001\u5e94\u8be5\u770b\u54ea\u91cc\u3001\u5e94\u8be5\u56de\u770b\u54ea\u4e00\u6bb5\uff0c\u5e76\u628a\u5de5\u5177\u8fd4\u56de\u7684\u89c2\u5bdf\u7ed3\u679c\u7eb3\u5165\u540e\u7eed\u63a8\u7406\u3002<\/p>\n

\u8fd9\u5c31\u662f\u533b\u5b66AI\u9886\u57df\u9996\u6b21\u88ab\u7cfb\u7edf\u5316\u63d0\u51fa\u7684 \u201cthink with images\/think with videos\u201d \u8303\u5f0f\uff1a\u89c6\u89c9\u4e0d\u518d\u53ea\u662f\u8f93\u5165\uff0c\u89c6\u89c9\u8bc1\u636e\u672c\u8eab\u6210\u4e3a\u6a21\u578b\u601d\u8003\u8fc7\u7a0b\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

\u25b3Think with Images<\/p>\n

Ophiuchus\u7684\u5207\u5165\u70b9\u975e\u5e38\u76f4\u63a5\uff1a\u73b0\u6709\u533b\u5b66\u591a\u6a21\u6001\u5927\u6a21\u578b\u867d\u7136\u80fd\u5199\u51fa\u9010\u6b65\u63a8\u7406\uff0c\u4f46\u9047\u5230\u9700\u8981\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc1\u636e\u7684\u4efb\u52a1\u65f6\uff0c\u4ecd\u7136\u5bb9\u6613\u201c\u770b\u9519\u533a\u57df\u3001\u6f0f\u770b\u75c5\u7076\u3001\u8bef\u628a\u6b63\u5e38\u7ed3\u6784\u5f53\u5f02\u5e38\u201d\u3002<\/p>\n

\u8fd9\u4e0d\u662f\u5355\u7eaf\u8bed\u8a00\u80fd\u529b\u4e0d\u8db3\uff0c\u800c\u662f\u89c6\u89c9\u4ea4\u4e92\u673a\u5236\u4e0d\u8db3\u3002<\/p>\n

\u56e0\u6b64\uff0cOphiuchus\u5c06\u5927\u6a21\u578b\u6539\u9020\u6210\u4e00\u4e2a\u80fd\u4e0e\u533b\u5b66\u56fe\u50cf\u5de5\u5177\u534f\u540c\u7684\u89c6\u89c9\u667a\u80fd\u4f53\u3002<\/p>\n

\u5b83\u53ef\u4ee5\u6839\u636e\u5f53\u524d\u63a8\u7406\u72b6\u6001\uff0c\u51b3\u5b9a\u662f\u5426\u8c03\u7528\u5916\u90e8\u89c6\u89c9\u5de5\u5177\uff1a\u7528SAM2\u505a\u7cbe\u7ec6\u5206\u5272\uff0c\u7528BiomedParse\u6839\u636e\u6587\u5b57\u63d0\u793a\u5b9a\u4f4d\u533b\u5b66\u7ed3\u6784\uff0c\u7528Zoom-in\u653e\u5927\u5173\u952e\u533a\u57df\u3002<\/p>\n

\u5de5\u5177\u8c03\u7528\u540e\u7684\u8f93\u51fa\u4e0d\u662f\u5b64\u7acb\u7ed3\u679c\uff0c\u800c\u4f1a\u4ee5observation\u7684\u5f62\u5f0f\u56de\u5230\u63a8\u7406\u94fe\uff0c\u9a71\u52a8\u4e0b\u4e00\u6b65\u5224\u65ad\u3002<\/p>\n

\u66f4\u5173\u952e\u7684\u662f\uff0cOphiuchus\u5e76\u4e0d\u662f\u628a\u5de5\u5177\u201c\u5916\u6302\u201d\u5728\u6a21\u578b\u5916\u9762\uff0c\u800c\u662f\u8ba9\u5de5\u5177\u6210\u4e3a\u63a8\u7406\u94fe\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

\u6a21\u578b\u8981\u5b66\u4f1a\u4f55\u65f6\u8c03\u7528\u5de5\u5177\u3001\u9009\u62e9\u54ea\u4e2a\u5de5\u5177\u3001\u5982\u4f55\u89e3\u91ca\u5de5\u5177\u8f93\u51fa\uff0c\u4ee5\u53ca\u5f53\u5de5\u5177\u7ed3\u679c\u4e0d\u53ef\u9760\u65f6\u5982\u4f55\u4fee\u6b63\u7b56\u7565\u3002<\/p>\n

\u8fd9\u4f7f\u5f97\u6a21\u578b\u4ece\u201c\u4f1a\u8c03\u7528\u5de5\u5177\u201d\u8d70\u5411\u201c\u4f1a\u7528\u5de5\u5177\u601d\u8003\u201d\u3002<\/p>\n

\u25b3Ophiuchus \u6280\u672f\u6846\u67b6<\/p>\n

Ophiuchus\u7684\u4ef7\u503c\u4e0d\u53ea\u662f\u8ba9\u533b\u5b66\u5927\u6a21\u578b\u591a\u4e86\u51e0\u4e2a\u89c6\u89c9\u5de5\u5177\uff0c\u800c\u662f\u8ba9\u6a21\u578b\u5b66\u4f1a\u5728\u8bca\u65ad\u8fc7\u7a0b\u4e2d\u4e3b\u52a8\u201c\u770b\u54ea\u91cc\u3001\u600e\u4e48\u770b\u3001\u770b\u5b8c\u5982\u4f55\u4fee\u6b63\u201d\u3002<\/p>\n

\u5728\u540c\u6837\u5916\u90e8\u5de5\u5177\u914d\u7f6e\u4e0b\uff0cOphiuchus-7B\u57288\u4e2aVQA benchmark\u4e0a\u53d6\u5f9768.0\u7684\u5e73\u5747\u5206\uff0c\u9ad8\u4e8eOpenAI-o3\u768462.2\u3001Gemini 2.5 Pro\u768461.8\u548cGPT-5\u768459.9\u3002<\/p>\n

\u5728\u5de5\u5177\u4f7f\u7528\u51c6\u786e\u6027\u8bc4\u4f30\u4e2d\uff0cOphiuchus\u8fbe\u523097.9%\u7684\u5e73\u5747\u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u3002<\/p>\n

\u8fd9\u4e9b\u7ed3\u679c\u80cc\u540e\u7684\u542b\u4e49\uff0c\u6bd4\u201c\u67d0\u4e2a\u699c\u5355\u7b2c\u4e00\u201d\u66f4\u91cd\u8981\uff1a<\/p>\n

\u5f53\u95ee\u9898\u771f\u6b63\u4f9d\u8d56\u5c40\u90e8\u7ed3\u6784\u3001\u75c5\u7076\u8fb9\u754c\u548c\u7ec6\u80de\u7ea7\u8bc1\u636e\u65f6\uff0c\u6a21\u578b\u5927\u5c0f\u6216\u8bed\u8a00\u63a8\u7406\u5e76\u4e0d\u662f\u552f\u4e00\u74f6\u9888\u3002<\/p>\n

\u533b\u5b66AI\u9700\u8981\u4e00\u79cd\u80fd\u8ba9\u89c6\u89c9\u8bc1\u636e\u4e0d\u65ad\u8fdb\u5165\u63a8\u7406\u8fc7\u7a0b\u7684\u673a\u5236\u3002<\/p>\n

\u5982\u679c\u8bf4Ophiuchus\u89e3\u51b3\u7684\u662f\u533b\u5b66\u56fe\u50cf\u4e2d\u7684\u5c40\u90e8\u8bc1\u636e\u95ee\u9898\uff0c\u90a3\u4e48MedScope\u5219\u628a\u8fd9\u4e00\u8303\u5f0f\u63a8\u8fdb\u5230\u66f4\u96be\u7684\u957f\u89c6\u9891\u573a\u666f\u3002<\/p>\n

\u957f\u4e34\u5e8a\u89c6\u9891\u7684\u6311\u6218\u5728\u4e8e\uff1a\u5173\u952e\u8bc1\u636e\u4e0d\u4ec5\u7ec6\uff0c\u800c\u4e14\u7a00\u758f\uff1b\u4e0d\u4ec5\u8981\u770b\u5bf9\u5185\u5bb9\uff0c\u8fd8\u8981\u770b\u5bf9\u65f6\u95f4\u3002<\/p>\n

\u4e00\u4e2a\u624b\u672f\u52a8\u4f5c\u3001\u4e00\u4e2a\u5185\u955c\u89c6\u91ce\u53d8\u5316\u3001\u4e00\u4e2a\u5668\u68b0\u8fdb\u5165\u4e0e\u79bb\u5f00\u7684\u77ac\u95f4\uff0c\u53ef\u80fd\u53ea\u6301\u7eed\u51e0\u79d2\uff0c\u5374\u51b3\u5b9a\u6a21\u578b\u662f\u5426\u771f\u7684\u7406\u89e3\u4e86\u4e34\u5e8a\u8fc7\u7a0b\u3002<\/p>\n

MedScope \u63d0\u51fa\u7684 \u201cthink with videos\u201d \u4e0d\u662f\u8ba9\u6a21\u578b\u628a\u6574\u6bb5\u89c6\u9891\u4e00\u6b21\u6027\u538b\u7f29\u6210\u4e0a\u4e0b\u6587\uff0c\u800c\u662f\u6a21\u62df\u4e34\u5e8a\u533b\u751f\u7684\u89c2\u5bdf\u65b9\u5f0f\uff1a<\/p>\n

\u5148\u5feb\u901f\u5efa\u7acb\u5168\u5c40\u7406\u89e3\uff0c\u518d\u56de\u5230\u53ef\u7591\u65f6\u95f4\u7a97\uff0c\u7528crop_video\u622a\u53d6\u7247\u6bb5\uff0c\u7528get_frame\u83b7\u53d6\u5173\u952e\u5e27\uff0c\u6700\u540e\u628a\u8fd9\u4e9b\u5c40\u90e8\u89c2\u5bdf\u7ed3\u679c\u6574\u5408\u8fdb\u7b54\u6848\u3002<\/p>\n

\u25b3Textual CoT\u4e0e Visual CoT\u7684\u5dee\u522b<\/p>\n

\u8fd9\u4f7fMedScope\u7684\u63a8\u7406\u8fc7\u7a0b\u5929\u7136\u5177\u5907\u53ef\u5ba1\u67e5\u6027\uff1a\u6a21\u578b\u4e3a\u4ec0\u4e48\u56de\u7b54\u8fd9\u4e2a\u7ed3\u679c\uff0c\u4e0d\u53ea\u770b\u5b83\u201c\u8bf4\u4e86\u4ec0\u4e48\u201d\uff0c\u8fd8\u53ef\u4ee5\u770b\u5b83\u201c\u56de\u770b\u4e86\u54ea\u4e00\u6bb5\u89c6\u9891\u3001\u627e\u5230\u4e86\u54ea\u4e9b\u5e27\u3001\u8fd9\u4e9b\u8bc1\u636e\u662f\u5426\u652f\u6301\u7ed3\u8bba\u201d\u3002<\/p>\n

\u25b3MedScope \u6846\u67b6<\/p>\n

\u4e3a\u4e86\u8ba9\u6a21\u578b\u771f\u6b63\u5b66\u4f1a\u8fd9\u79cd\u884c\u4e3a\uff0cMedScope\u6784\u5efa\u4e86ClinVideoSuite\uff1a\u5305\u542b635K\u65f6\u95f4\u6233\u5bc6\u96c6 caption\u3001254K\u8bc1\u636e\u5173\u8054QA\u300134K\u89c6\u89c9CoT\u8f68\u8ff9\uff0c\u4ee5\u53ca\u7528\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u4ea4\u4e92\u5f0f\u8bad\u7ec3\u73af\u5883\u3002<\/p>\n

\u6570\u636e\u4e0d\u662f\u7b80\u5355\u95ee\u7b54\uff0c\u800c\u662f\u5f3a\u8c03\u95ee\u9898\u5fc5\u987b\u4f9d\u8d56\u5c40\u90e8\u65f6\u95f4\u7a97\u4e2d\u7684\u89c6\u89c9\u8bc1\u636e\u3002<\/p>\n

\u8bad\u7ec3\u4e0a\uff0cMedScope \u91c7\u7528\u4e09\u9636\u6bb5\u8def\u7ebf\u2014\u2014<\/p>\n

\u7b2c\u4e00\u9636\u6bb5\u8fdb\u884c\u4e34\u5e8a\u63a8\u7406warm-up\uff0c\u5b66\u4e60\u533b\u5b66\u8bed\u4e49\u548c\u957f\u7a0b\u89c6\u9891\u7406\u89e3\uff1b<\/p>\n

\u7b2c\u4e8c\u9636\u6bb5\u7528visual-CoT cold-start SFT\u6559\u4f1a\u6a21\u578b\u4f55\u65f6\u9700\u8981\u66f4\u591a\u8bc1\u636e\u3001\u5982\u4f55\u8c03\u7528\u5de5\u5177\uff1b<\/p>\n

\u7b2c\u4e09\u9636\u6bb5\u7528GA-GRPO\u5f3a\u5316\u65f6\u5e8f\u5bf9\u9f50\u7684\u5de5\u5177\u4f7f\u7528\uff0c\u901a\u8fc7grounding-aware reward\u548cevidence-modulated advantage\uff0c\u8ba9\u6a21\u578b\u66f4\u504f\u5411\u68c0\u7d22\u771f\u6b63\u652f\u6301\u7ed3\u8bba\u7684\u89c6\u89c9\u7247\u6bb5\u3002<\/p>\n

\u25b3ClinVideoSuite\u6570\u636e\u5408\u6210\u7ba1\u7ebf<\/p>\n

\u5728SVU-31K\u3001ClinVideo-Eval\u7b49\u8bc4\u6d4b\u4e2d\uff0cMedScope\u5728\u591a\u7c92\u5ea6\u89c6\u9891\u7406\u89e3\u3001\u7ec6\u7c92\u5ea6\u65f6\u5e8f\u63a8\u7406\u548cgrounded VQA\u4e0a\u53d6\u5f97\u5f00\u6e90\u6a21\u578b\u4e2d\u7684SOTA\u3002<\/p>\n

\u8bba\u6587\u8fd8\u663e\u793a\uff0c\u53bb\u6389evidence reward\u4f1a\u663e\u8457\u964d\u4f4e\u5b9a\u4f4d\u8d28\u91cf\uff0c\u4f8b\u5982R@0.5\u4ece40.1\u4e0b\u964d\u523033.2\uff0cmIoU\u4ece4.3\u4e0b\u964d\u523038.8\uff0c\u8bf4\u660e\u7b54\u6848\u7ea7\u76d1\u7763\u4e0d\u8db3\u4ee5\u6559\u4f1a\u6a21\u578b\u53ef\u9760\u5730\u9009\u62e9\u8bc1\u636e\u3002<\/p>\n

\u628a\u4e24\u7bc7\u5de5\u4f5c\u653e\u5728\u4e00\u8d77\u770b\uff0c\u6700\u91cd\u8981\u7684\u4e0d\u662fOphiuchus\u5904\u7406\u56fe\u50cf\u3001MedScope\u5904\u7406\u89c6\u9891\uff0c\u800c\u662f\u5b83\u4eec\u5171\u540c\u5b9a\u4e49\u4e86\u4e00\u79cd\u65b0\u7684\u533b\u5b66\u591a\u6a21\u6001\u667a\u80fd\u8303\u5f0f\uff1a<\/p>\n

\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u4e0d\u518d\u53ea\u662f\u8bed\u8a00token\u7684\u5c55\u5f00\uff0c\u800c\u662f\u8bed\u8a00\u3001\u5de5\u5177\u3001\u56fe\u50cf\u533a\u57df\u3001\u89c6\u9891\u7247\u6bb5\u548c\u8bc1\u636e\u53cd\u9988\u4e4b\u95f4\u7684\u95ed\u73af\u4ea4\u4e92\u3002<\/p>\n

\u533b\u5b66AI\u7684\u4e0b\u4e00\u4e2a\u5173\u952e\u80fd\u529b\uff0c\u4e0d\u662f\u751f\u6210\u66f4\u957f\u7684\u89e3\u91ca\uff0c\u800c\u662f\u5728\u7ed9\u51fa\u89e3\u91ca\u524d\u4e3b\u52a8\u5bfb\u627e\u3001\u9a8c\u8bc1\u5e76\u5f15\u7528\u89c6\u89c9\u8bc1\u636e\u3002<\/p>\n

Ophiuchus\u548cMedScope\u628a\u8fd9\u4e00\u70b9\u4ece\u65b9\u6cd5\u8bba\u53d8\u6210\u4e86\u53ef\u8bad\u7ec3\u3001\u53ef\u8bc4\u6d4b\u3001\u53ef\u6269\u5c55\u7684\u6280\u672f\u8def\u7ebf\u3002<\/p>\n

\u533b\u5b66\u4efb\u52a1\u4e0e\u901a\u7528\u89c6\u89c9\u95ee\u7b54\u6700\u5927\u7684\u4e0d\u540c\uff0c\u662f\u6bcf\u4e00\u4e2a\u7ed3\u8bba\u90fd\u9700\u8981\u8bc1\u636e\u94fe\u3002<\/p>\n

\u653e\u5c04\u79d1\u533b\u751f\u4f1a\u653e\u5927\u75c5\u7076\u8fb9\u7f18\uff0c\u75c5\u7406\u533b\u751f\u4f1a\u5bfb\u627e\u7ec6\u80de\u5f62\u6001\uff0c\u5916\u79d1\u533b\u751f\u4f1a\u56de\u770b\u5173\u952e\u64cd\u4f5c\uff0c\u5185\u955c\u533b\u751f\u4f1a\u8ffd\u8e2a\u75c5\u7076\u5728\u65f6\u95f4\u4e2d\u7684\u51fa\u73b0\u4e0e\u6d88\u5931\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e34\u5e8a\u89c6\u89c9\u63a8\u7406\u5929\u7136\u5c31\u662f\u4ea4\u4e92\u5f0f\u3001\u8bc1\u636e\u9a71\u52a8\u548c\u53ef\u590d\u6838\u7684\u3002<\/p>\n

\u201cThink with Images\/Videos\u201d\u7684\u610f\u4e49\uff0c\u6b63\u662f\u8ba9\u533b\u5b66AI\u5411\u8fd9\u79cd\u771f\u5b9e\u4e34\u5e8a\u8ba4\u77e5\u65b9\u5f0f\u9760\u8fd1\u3002<\/p>\n

\u5b83\u4e0d\u518d\u6ee1\u8db3\u4e8e\u4e00\u6b21\u6027\u9884\u6d4b\uff0c\u800c\u662f\u5728\u6a21\u578b\u5185\u90e8\u5efa\u7acb\u201c\u5047\u8bbe-\u67e5\u8bc1-\u4fee\u6b63-\u56de\u7b54\u201d\u7684\u5faa\u73af\u3002<\/p>\n

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\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u201cthink with images\/videos\u201d\u503c\u5f97\u88ab\u5355\u72ec\u63d0\u51fa\u3002<\/p>\n

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LeapQuest\uff3b\u8d77\u8dc3\u754c\u95ee\uff3d\u662f\u4e0a\u6d77\u521b\u667a\u5b66\u9662\u9762\u5411\u4e0b\u4e00\u4ee3\u533b\u5b66AI Agent\u3001\u89c6\u89c9\u63a8\u7406\u4e0e\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u9752\u5e74\u4ea4\u53c9\u7814\u7a76\u56e2\u961f\uff0c\u805a\u7126Visual Reasoning\u3001Agentic RL\u3001Clinical Tools\uff0c\u63a8\u52a8\u6a21\u578b\u4ece\u201c\u751f\u6210\u7b54\u6848\u201d\u8d70\u5411\u57fa\u4e8e\u8bc1\u636e\u7684\u89c2\u5bdf\u3001\u9a8c\u8bc1\u4e0e\u884c\u52a8\u3002<\/p>\n

\u9879\u76eeGitHub\uff1aMedScope\uff5cThink with Videos\uff1ahttps:\/\/github.com\/SII-WenjieLisjtu\/MedScopeOphiuchus\uff5cThink with Images\uff1ahttps:\/\/github.com\/SII-zyj\/Ophiuchus<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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\u533b\u5b66AI Agent\u5230\u4e86\u5173\u952e\u62d0\u70b9<\/p>\n

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