{"id":26782,"date":"2025-07-22T10:23:34","date_gmt":"2025-07-22T02:23:34","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26782"},"modified":"2025-07-22T10:23:34","modified_gmt":"2025-07-22T02:23:34","slug":"%e6%9c%ba%e5%99%a8%e4%ba%ba%e9%9c%80%e6%b1%82%e9%a9%b1%e5%8a%a8%e5%af%bc%e8%88%aa%e6%96%b0sota%ef%bc%8c%e6%88%90%e5%8a%9f%e7%8e%87%e6%8f%90%e5%8d%8715%ef%bc%81%e6%b5%99%e5%a4%a7vivo%e8%81%94%e6%89%8b","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/07\/22\/26782\/","title":{"rendered":"\u673a\u5668\u4eba\u9700\u6c42\u9a71\u52a8\u5bfc\u822a\u65b0SOTA\uff0c\u6210\u529f\u7387\u63d0\u534715%\uff01\u6d59\u5927&#038;vivo\u8054\u624b\u6253\u9020"},"content":{"rendered":"<div><img data-dominant-color=\"4678b4\" data-has-transparency=\"false\" style=\"--dominant-color: #4678b4;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26784\" 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\/><\/p>\n<p><strong>3D\u673a\u5668\u4eba\u611f\u77e5\u6a21\u5757<\/strong><\/p>\n<p>\u4e3a\u4e86\u63d0\u9ad8\u673a\u5668\u4eba\u5728\u5ba4\u5185\u5bfc\u822a\u4e2d\u7684\u4e09\u7ef4\u611f\u77e5\u80fd\u529b\uff0c\u56e2\u961f\u91c7\u7528\u4e86\u5f53\u524d\u6700\u5148\u8fdb\u7684\u5355\u76ee3D\u68c0\u6d4b\u65b9\u6cd5\u2014\u2014<strong>UniMODE<\/strong>\u3002\u8be5\u65b9\u6cd5\u901a\u8fc7\u5355\u4e00\u89c6\u89d2\u7684\u56fe\u50cf\uff0c\u7cbe\u51c6\u5730\u4f30\u7b97\u7269\u4f53\u7684\u4e09\u7ef4\u4f4d\u7f6e\uff0c\u907f\u514d\u4e86\u4f20\u7edf\u65b9\u6cd5\u5bf9\u591a\u89c6\u89d2\u6216\u6df1\u5ea6\u4f20\u611f\u5668\u7684\u4f9d\u8d56\u3002<\/p>\n<p><strong>\u9700\u6c42\u5339\u914d\u6a21\u5757<\/strong><\/p>\n<p>\u5728\u9700\u6c42\u9a71\u52a8\u5bfc\u822a\u4e2d\uff0c\u6ee1\u8db3\u76f8\u540c\u4eba\u7c7b\u9700\u6c42\u7684\u7269\u4f53\u901a\u5e38\u5177\u6709\u5171\u540c\u7684\u5173\u952e\u7279\u6027\u3002\u4f8b\u5982\uff0c\u753b\u4f5c\u3001\u76c6\u683d\u548c\u96d5\u5851\u90fd\u9002\u5408\u7528\u6765\u88c5\u9970\u7a7a\u95f4\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u63d0\u5347\u89c6\u89c9\u6548\u679c\uff0c\u8425\u9020\u6240\u9700\u7684\u73af\u5883\u6c1b\u56f4\u3002\u8fd9\u79cd\u4eba\u7c7b\u9700\u6c42\u4e0e\u7269\u4f53\u7279\u6027\u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u57fa\u4e8e\u666e\u904d\u7684\u77e5\u8bc6\u3002<\/p>\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u64c5\u957f\u6839\u636e\u6307\u4ee4\u548c\u7269\u4f53\u7279\u6027\u8fdb\u884c\u63a8\u7406\uff0c\u4f46\u5f53\u65e0\u6cd5\u7cbe\u786e\u5339\u914d\u8bf7\u6c42\u65f6\uff0cLLM\u53ef\u80fd\u4f1a\u63a8\u8350\u4e00\u4e9b\u4e0d\u592a\u5408\u9002\u7684\u7269\u4f53\u3002\u4f8b\u5982\uff0c\u5982\u679c\u7528\u6237\u8981\u6c42\u201c\u9700\u8981\u4e00\u4e2a\u4e1c\u897f\u6765\u653e\u6211\u7684\u82b1\u201d\uff0c\u5b83\u53ef\u80fd\u4f1a\u63a8\u8350\u4e00\u4e2a\u676f\u5b50\uff0c\u5c3d\u7ba1\u5b83\u5e76\u4e0d\u662f\u6700\u7406\u60f3\u7684\u9009\u62e9\u3002\u8fd9\u79cd\u503e\u5411\u4f1a\u5927\u5927\u964d\u4f4e\u6a21\u578b\u5728\u9009\u62e9\u6700\u5408\u9002\u7269\u4f53\u65f6\u7684\u51c6\u786e\u6027\u3002<\/p>\n<p>\u4e3a\u4e86\u907f\u514d\u8fd9\u4e2a\u95ee\u9898\uff0c\u56e2\u961f\u91c7\u7528\u4e86\u6709\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u6280\u672f\u6765\u8bad\u7ec3LLM\uff0c\u4f7f\u5176\u66f4\u597d\u5730\u5c06\u7269\u4f53\u4e0e\u7528\u6237\u9700\u6c42\u5bf9\u9f50\uff0c\u4ece\u800c\u5728\u65e0\u6cd5\u7cbe\u786e\u5339\u914d\u65f6\u907f\u514d\u63a8\u8350\u4e0d\u5408\u9002\u7269\u4f53\u3002\u901a\u8fc7\u5fae\u8c03\u540e\u7684LLM\uff0c\u7cfb\u7edf\u80fd\u591f\u66f4\u7cbe\u51c6\u5730\u5904\u7406\u590d\u6742\u6307\u4ee4\u548c\u7269\u4f53\u7279\u6027\uff0c\u5373\u4f7f\u5728\u6a21\u7cca\u573a\u666f\u4e2d\uff0c\u4e5f\u80fd\u63d0\u4f9b\u66f4\u5408\u7406\u7684\u5efa\u8bae\u3002<\/p>\n<p><img data-dominant-color=\"aaa4a0\" data-has-transparency=\"false\" style=\"--dominant-color: #aaa4a0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26787\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/e67581362f34f7fa3c4378e34b261647fe90dd.gif\" width=\"640\" height=\"383\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/><\/p>\n<h2>\u53cc\u8fc7\u7a0b\u51b3\u7b56<\/h2>\n<h3>\u542f\u53d1\u5f0f\u8fc7\u7a0b<\/h3>\n<p>\u5728\u5ba4\u5185\u5bfc\u822a\u4e2d\uff0c\u4f20\u7edf\u7cfb\u7edf\u5f80\u5f80\u53d7\u5230\u5904\u7406\u901f\u5ea6\u6162\u548c\u4fe1\u606f\u5197\u4f59\u7684\u9650\u5236\uff0c\u5bfc\u81f4\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u8868\u73b0\u4e0d\u4f73\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u56e2\u961f\u5f15\u5165\u4e86<strong>\u542f\u53d1\u5f0f\u8fc7\u7a0b<\/strong>\uff0c\u5b83\u5c31\u50cf\u662fCogDDN\u7684\u201c\u76f4\u89c9\u201d\uff0c\u901a\u8fc7\u6a21\u62df\u4eba\u7c7b\u7684\u5bfc\u822a\u65b9\u5f0f\uff0c\u5e76\u901a\u8fc7\u4e0d\u65ad\u7ec3\u4e60\u548c\u79ef\u7d2f\u7ecf\u9a8c\uff0c\u80fd\u591f\u5feb\u901f\u9002\u5e94\u5404\u79cd\u60c5\u51b5\uff0c\u4ece\u800c\u63d0\u9ad8\u5bfc\u822a\u6548\u7387\u3002<\/p>\n<p>\u542f\u53d1\u5f0f\u8fc7\u7a0b\u5305\u62ec\u4e24\u4e2a\u6a21\u5757\uff1a<strong>Explore<\/strong>\u548c<strong>Exploit<\/strong>\uff0c\u4e24\u8005\u90fd\u4f9d\u8d56\u601d\u7ef4\u94fe\uff08CoT\uff09\u6765\u9002\u5e94\u65b0\u73af\u5883\u5e76\u4f18\u5316\u5bfc\u822a\u6267\u884c\u3002<\/p>\n<p>\u5f53\u65e0\u6cd5\u627e\u5230\u5408\u9002\u76ee\u6807\u65f6\uff0cExplore\u6a21\u5757\u4f1a\u542f\u52a8\u3002\u6b64\u65f6\uff0c<strong>\u7cfb\u7edf\u901a\u8fc7\u751f\u6210\u63a2\u7d22\u6027\u52a8\u4f5c\u626b\u63cf\u73af\u5883\uff0c\u5bfb\u627e\u53ef\u80fd\u88ab\u5ffd\u89c6\u7684\u7269\u4f53\u6216\u8def\u5f84\u3002<\/strong>\u5b83\u6839\u636e\u5f53\u524d\u89c6\u89d2\u751f\u6210\u573a\u666f\u63cf\u8ff0\u5e76\u8fdb\u884c\u63a8\u7406\uff0c\u6307\u5bfc\u63a2\u7d22\u8fc7\u7a0b\u3002\u7cfb\u7edf\u4f1a\u7ed3\u5408\u4e4b\u524d\u7684\u884c\u52a8\u548c\u65cb\u8f6c\u4fe1\u606f\uff0c\u4f18\u5316\u63a2\u7d22\u8def\u5f84\uff0c\u907f\u514d\u91cd\u590d\u7684\u63a2\u7d22\u3002<\/p>\n<p>\u4e00\u65e6\u76ee\u6807\u7269\u4f53\u88ab\u627e\u5230\uff0cExploit\u6a21\u5757\u542f\u52a8\uff0c<strong>\u4e13\u6ce8\u4e8e\u91c7\u53d6\u7cbe\u51c6\u7684\u884c\u52a8\u5b9e\u73b0\u5bfc\u822a\u76ee\u6807\u3002<\/strong>\u5728\u8fd9\u4e00\u9636\u6bb5\uff0c\u7cfb\u7edf\u5229\u7528\u63a2\u7d22\u9636\u6bb5\u79ef\u7d2f\u7684\u7ecf\u9a8c\u548c\u77e5\u8bc6\u5e93\uff0c\u501f\u52a9\u6709\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\uff0c\u5c31\u50cf\u628a\u77e5\u8bc6\u5185\u5316\u4e3a\u76f4\u89c9\uff0c\u4f7f\u5176\u66f4\u597d\u5730\u5e94\u5bf9\u5404\u79cd\u60c5\u5883\u3002\u7cfb\u7edf\u5bf9\u73af\u5883\u8fdb\u884c\u7ec6\u81f4\u63a8\u7406\uff0c\u751f\u6210\u6700\u9002\u5408\u7684\u884c\u52a8\uff0c\u5feb\u901f\u800c\u6709\u6548\u5730\u8fbe\u6210\u76ee\u6807\u3002<\/p>\n<p>\u8fd9\u79cd\u53cc\u91cd\u51b3\u7b56\u673a\u5236\u4f7f\u5f97CogDDN\u80fd\u591f\u5feb\u901f\u9002\u5e94\u65b0\u73af\u5883\uff0c\u5e76\u9ad8\u6548\u5b8c\u6210\u590d\u6742\u7684\u5bfc\u822a\u4efb\u52a1\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u673a\u5668\u4eba\u5728\u52a8\u6001\u73af\u5883\u4e2d\u7684\u667a\u80fd\u51b3\u7b56\u80fd\u529b\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202507\/21\/b8727277850e350fe0d764a52a21eb2d9c8ef0.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" 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decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202507\/21\/f3af49716ac5e1383028762d7745202092978c.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h2>\u5b9e\u9a8c\u7ed3\u679c<\/h2>\n<p>\u56e2\u961f\u5728\u5f00\u6e90\u4eff\u771f\u5668AI2Thor\u4f7f\u7528Procthor\u6570\u636e\u96c6\u8fdb\u884c\u95ed\u73af\u5b9e\u9a8c\uff0c\u4ee5\u8bc4\u4f30CogDDN\u7684\u6027\u80fd\u3002\u4e3a\u4e86\u9a8c\u8bc1\u6709\u6548\u6027\uff0c\u56e2\u961f\u5728400\u4e2a\u573a\u666f\u4e2d\u8fdb\u884c\u4e86\u95ed\u73af\u5bfc\u822a\u7684\u7efc\u5408\u8bc4\u4f30\u3002\u56e2\u961f\u7684\u8bc4\u4f30\u6307\u6807\u5305\u62ec\u5bfc\u822a\u6210\u529f\u7387\uff08NSR\uff09\u3001\u52a0\u6743\u8def\u5f84\u957f\u5ea6\u7684\u5bfc\u822a\u6210\u529f\u7387\uff08SPL\uff09\u548c\u9009\u62e9\u6210\u529f\u7387\uff08SSR\uff09\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202507\/21\/f8f25c773c73dd81d4f944b1fd83116e37e084.webp\" alt=\"\u56fe\u7247\" 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