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\u6d4b\u8bd5\u8986\u76d6\u4e865\u4e2a\u95ed\u6e90\u6a21\u578b\u4e0e14\u4e2a\u5f00\u6e90\u6a21\u578b\u3002Gemini-3.1-Pro \u603b\u4f53\u51c6\u786e\u738770.0%\uff0cGPT-5 \u4e3a67.4%\uff0c\u6700\u5f3a\u5f00\u6e90\u6a21\u578b Qwen3-VL-32B-Instruct \u4e3a57.3%\uff0c\u5176\u5728\u601d\u8003\u6a21\u5f0f\u4e0b\u53ef\u63d0\u5347\u81f362.9%\u3002\u4eba\u7c7b\u4e13\u5bb6\u5728\u89c2\u770b\u5b8c\u6574\u89c6\u9891\u5e76\u542c\u53d6\u539f\u59cb\u97f3\u9891\u7684\u6761\u4ef6\u4e0b\uff0c\u603b\u4f53\u51c6\u786e\u7387\u4e3a91.7%\uff0c\u4e09\u5c42\u5206\u522b\u4e3a97.1%\u300189.0%\u548c86.8%\uff0c\u6700\u4f73\u6a21\u578b\u4e0e\u4e4b\u76f8\u5dee21.7\u4e2a\u767e\u5206\u70b9\u3002\u5dee\u8ddd\u7684\u5206\u5e03\u5e76\u4e0d\u5747\u5300\uff1a\u7b2c\u4e00\u5c42\u6700\u4f73\u6a21\u578b\u8fbe81.8%\u3001\u843d\u540e\u4eba\u7c7b15.3\u4e2a\u767e\u5206\u70b9\uff0c\u7b2c\u4e09\u5c42\u6700\u4f73\u6a21\u578b\u53ea\u670959.2%\u3001\u5dee\u8ddd\u6269\u5927\u523027.6\u4e2a\u767e\u5206\u70b9\uff0c\u56e0\u679c\u63a8\u7406\u4e0e\u53d9\u4e8b\u7ed3\u6784\u662f\u6240\u6709\u6a21\u578b\u5171\u540c\u7684\u8584\u5f31\u9879\u3002\u968f\u673a\u9009\u62e9\u4e0e\u9009\u62e9\u6700\u9ad8\u9891\u7b54\u6848\u4e24\u79cd\u57fa\u7ebf\u5206\u522b\u4e3a20.8%\u548c27.5%\uff0c\u591a\u6570\u6a21\u578b\u7684\u603b\u4f53\u6210\u7ee9\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e00\u6c34\u5e73\u3002<\/p>\n
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\u5bf9Gemini-3.1-Pro\u7684120\u4e2a\u9519\u8bef\u56de\u7b54\u6240\u4f5c\u7684\u5206\u6790\uff0c\u6307\u5411\u4e09\u7c7b\u5931\u6548\u6a21\u5f0f\u3002\u611f\u77e5\u9519\u8bef\u536047.5%\uff0c\u5176\u4e2d\u6570\u503c\u4e0e\u6587\u672c\u8bfb\u53d6\u9519\u8bef\u4e00\u9879\u5c31\u536036.7%\uff0c\u56fe\u8868\u7ed3\u6784\u9519\u8bef\u53602.5%\uff1b\u63a8\u7406\u9519\u8bef\u536042.5%\uff0c\u4e3b\u8981\u662f\u8bc1\u636e\u5224\u65ad\u9519\u8bef\u536037.5%\uff0c\u53e6\u6709\u8de8\u56fe\u8868\u5173\u8054\u9519\u8bef\u53604.2%\uff1b\u6307\u4ee4\u7406\u89e3\u9519\u8bef\u536010.0%\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u611f\u77e5\u9519\u8bef\u662f\u5728\u76f8\u5173\u5e27\u5df2\u7ecf\u63d0\u4f9b\u7684\u524d\u63d0\u4e0b\u53d1\u751f\u7684\uff0c\u8bf4\u660e\u628a\u56fe\u8868\u91cc\u7684\u6570\u5b57\u8bfb\u51c6\u8fd9\u4ef6\u4e8b\u672c\u8eab\u4ecd\u662f\u74f6\u9888\uff1b\u800c\u63a8\u7406\u9519\u8bef\u91cc\u5360\u6bd4\u6700\u9ad8\u7684\u4e00\u9879\u5e76\u4e0d\u662f\u4e0d\u4f1a\u7b97\uff0c\u800c\u662f\u65e0\u6cd5\u5224\u65ad\u67d0\u4e2a\u4e8b\u5b9e\u662f\u5426\u771f\u7684\u652f\u6301\u95ee\u9898\u6240\u95ee\u7684\u56e0\u679c\u5173\u7cfb\u6216\u4e2d\u5fc3\u8bba\u70b9\u3002<\/p>\n
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