{"id":40927,"date":"2026-04-23T02:06:02","date_gmt":"2026-04-22T18:06:02","guid":{"rendered":"https:\/\/17aitech.com\/?p=40927"},"modified":"2026-04-23T02:06:02","modified_gmt":"2026-04-22T18:06:02","slug":"%e8%a5%bf%e6%b9%96%e5%a4%a7%e5%ad%a6%e5%bc%a0%e9%a9%b0%e5%9b%a2%e9%98%9f%ef%bc%9a%e4%bb%8e%e8%a7%86%e8%a7%89%e5%90%88%e6%88%90%e5%88%b0%e7%a9%ba%e9%97%b4%e7%90%86%e8%a7%a3%ef%bc%8c%e8%a7%86%e9%a2%91-a","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40927","title":{"rendered":"\u897f\u6e56\u5927\u5b66\u5f20\u9a70\u56e2\u961f\uff1a\u4ece\u89c6\u89c9\u5408\u6210\u5230\u7a7a\u95f4\u7406\u89e3\uff0c\u89c6\u9891 AI \u6b63\u5728\u300c\u8f6c\u5411\u300d\u4e28CVPR 2026"},"content":{"rendered":"<p>\u8fc7\u53bb\u4e24\u5e74\uff0c\u89c6\u9891\u751f\u6210\u7684\u53d1\u5c55\u51e0\u4e4e\u662f\u6307\u6570\u7ea7\u7684\u3002\u4ece\u6700\u65e9\u53ea\u80fd\u751f\u6210\u6a21\u7cca\u7247\u6bb5\uff0c\u5230\u5982\u4eca\u53ef\u4ee5\u751f\u6210\u5177\u6709\u53d9\u4e8b\u7ed3\u6784\u3001\u5149\u5f71\u4e00\u81f4\u6027\u751a\u81f3\u98ce\u683c\u63a7\u5236\u7684\u957f\u89c6\u9891\uff0c\u884c\u4e1a\u8868\u9762\u4e0a\u5df2\u7ecf\u63a5\u8fd1\u4e00\u4e2a\u9636\u6bb5\u6027\u6210\u719f\u3002<\/p>\n<p>\u4f46\u5982\u679c\u628a\u8bc4\u4ef7\u6807\u51c6\u4ece\u201c\u80fd\u4e0d\u80fd\u751f\u6210\u4e00\u6bb5\u89c6\u9891\u201d\u7a0d\u5fae\u63d0\u9ad8\u5230\u201c\u80fd\u4e0d\u80fd\u63a7\u5236\u955c\u5934\u201d\uff0c\u95ee\u9898\u5c31\u4f1a\u5b8c\u5168\u66b4\u9732\u51fa\u6765\u3002\u5f53\u524d\u5927\u591a\u6570\u6a21\u578b\u4ecd\u7136\u505c\u7559\u5728\u4e00\u79cd\u8fd1\u4f3c\u4e8c\u7ef4\u7684\u751f\u6210\u8303\u5f0f\u4e2d\uff0c\u5b83\u4eec\u64c5\u957f\u5728\u65f6\u95f4\u4e0a\u5ef6\u7eed\u89c6\u89c9\u6a21\u5f0f\uff0c\u5374\u7f3a\u4e4f\u5bf9\u7a7a\u95f4\u7ed3\u6784\u7684\u7a33\u5b9a\u5efa\u6a21\u80fd\u529b\u3002<\/p>\n<p>\u4e00\u65e6\u6d89\u53ca\u89c6\u89d2\u53d8\u5316\uff0c\u6a21\u578b\u5f80\u5f80\u65e0\u6cd5\u4fdd\u8bc1\u540c\u4e00\u4e2a\u7269\u4f53\u5728\u4e0d\u540c\u5e27\u4e4b\u95f4\u7684\u51e0\u4f55\u4e00\u81f4\u6027\uff0c\u4eba\u7269\u4f1a\u53d1\u751f\u7ec6\u5fae\u4f46\u7d2f\u79ef\u7684\u6f02\u79fb\uff0c\u5efa\u7b51\u7ed3\u6784\u5728\u79fb\u52a8\u4e2d\u9010\u6e10\u626d\u66f2\uff0c\u906e\u6321\u5173\u7cfb\u4e5f\u96be\u4ee5\u7ef4\u6301\u8fde\u7eed\uff0c\u8fd9\u610f\u5473\u7740\u6a21\u578b\u751f\u6210\u7684\u5e76\u4e0d\u662f\u4e00\u4e2a\u88ab\u6301\u7eed\u89c2\u5bdf\u7684\u4e16\u754c\uff0c\u800c\u662f\u4e00\u7cfb\u5217\u5728\u89c6\u89c9\u4e0a\u76f8\u4f3c\u4f46\u7a7a\u95f4\u4e0a\u4e0d\u4e00\u81f4\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u5728\u8fd9\u6837\u7684\u884c\u4e1a\u80cc\u666f\u4e0b\uff0c\u897f\u6e56\u5927\u5b66 AGI Lab \u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u8bba\u6587\u300aTaming Video Models for 3D and 4D Generation via Zero Shot Camera Control\u300b\uff0c\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8fd9\u7bc7\u8bba\u6587\u4e5f\u5165\u9009\u4e86 CVPR Highlight\u3002\u4e0e\u4ee5\u5f80\u901a\u8fc7\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\u6765\u5f15\u5165\u63a7\u5236\u80fd\u529b\u7684\u8def\u5f84\u4e0d\u540c\uff0c\u8fd9\u9879\u5de5\u4f5c\u5c06\u95ee\u9898\u91cd\u65b0\u843d\u56de\u5230\u63a8\u7406\u9636\u6bb5\u672c\u8eab\uff0c\u5c1d\u8bd5\u5728\u4e0d\u6539\u53d8\u6a21\u578b\u53c2\u6570\u7684\u60c5\u51b5\u4e0b\uff0c\u8ba9\u76f8\u673a\u8f68\u8ff9\u6210\u4e3a\u751f\u6210\u8fc7\u7a0b\u4e2d\u7684\u7ea6\u675f\u6761\u4ef6\uff0c\u4f7f\u6a21\u578b\u5728\u6bcf\u4e00\u6b65\u751f\u6210\u4e2d\u6301\u7eed\u5bf9\u9f50\u540c\u4e00\u4e2a\u7a7a\u95f4\u7ed3\u6784\u3002<\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c\u8fd9\u9879\u7814\u7a76\u5173\u6ce8\u7684\u4e0d\u662f\u5982\u4f55\u8ba9\u6a21\u578b\u751f\u6210\u66f4\u591a\u5185\u5bb9\uff0c\u800c\u662f\u5982\u4f55\u8ba9\u6a21\u578b\u5728\u89c6\u89d2\u53d8\u5316\u4e2d\u4fdd\u6301\u4e16\u754c\u7684\u4e00\u81f4\u6027\uff0c\u4ece\u800c\u628a\u89c6\u9891\u751f\u6210\u4ece\u4e8c\u7ef4\u89c6\u89c9\u5408\u6210\uff0c\u63a8\u8fdb\u5230\u5177\u6709\u4e09\u7ef4\u7ed3\u6784\u7ea6\u675f\u7684\u52a8\u6001\u4e16\u754c\u5efa\u6a21\u3002<\/p>\n<p>\u5982\u679c\u4ece\u5e94\u7528\u89d2\u5ea6\u7406\u89e3\u8fd9\u4e00\u70b9\uff0c\u53ef\u4ee5\u628a\u5b83\u770b\u6210\u4e00\u79cd\u80fd\u529b\u7684\u8f6c\u53d8\u3002\u8fc7\u53bb\u6a21\u578b\u66f4\u50cf\u4e00\u4e2a\u80fd\u591f\u4e0d\u65ad\u753b\u51fa\u65b0\u753b\u9762\u7684\u7cfb\u7edf\uff0c\u800c\u73b0\u5728\u7684\u76ee\u6807\uff0c\u662f\u8ba9\u6a21\u578b\u50cf\u4e00\u4e2a\u53ef\u4ee5\u79fb\u52a8\u7684\u6444\u5f71\u673a\uff0c\u5728\u540c\u4e00\u4e2a\u573a\u666f\u4e2d\u8fdb\u884c\u89c2\u5bdf\u548c\u8bb0\u5f55\u3002\u65e0\u8bba\u662f\u5546\u54c1\u5c55\u793a\u3001\u7a7a\u95f4\u6f2b\u6e38\uff0c\u8fd8\u662f\u5185\u5bb9\u521b\u4f5c\u4e2d\u7684\u955c\u5934\u8bbe\u8ba1\uff0c\u672c\u8d28\u4e0a\u90fd\u4f9d\u8d56\u8fd9\u79cd\u80fd\u529b\u7684\u6210\u7acb\u3002<\/p>\n<p>WorldForge \u7684\u63d0\u51fa\uff0c\u6b63\u662f\u5728\u8fd9\u4e00\u5173\u952e\u8f6c\u6298\u70b9\u4e0a\uff0c\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4e0d\u4f9d\u8d56\u989d\u5916\u8bad\u7ec3\u3001\u5374\u80fd\u591f\u5b9e\u73b0\u7cbe\u786e\u76f8\u673a\u63a7\u5236\u7684\u8def\u5f84\uff0c\u4e5f\u56e0\u6b64\u6210\u4e3a\u5f53\u524d\u89c6\u9891\u751f\u6210\u4ece\u201c\u751f\u6210\u80fd\u529b\u7ade\u4e89\u201d\u8d70\u5411\u201c\u7a7a\u95f4\u4e00\u81f4\u6027\u4e0e\u53ef\u63a7\u6027\u7ade\u4e89\u201d\u7684\u4e00\u4e2a\u4ee3\u8868\u6027\u5de5\u4f5c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c19e8859427497803827e3a04b177ff2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c19e8859427497803827e3a04b177ff2.png\"><\/a><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2509.15130<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=40927\/#%E8%B7%A8%E4%BB%BB%E5%8A%A1%E3%80%81%E5%A4%9A%E6%8C%87%E6%A0%87%E7%9A%84%E7%BB%9F%E4%B8%80%E6%80%A7%E8%83%BD%E6%8F%90%E5%8D%87\" >\u8de8\u4efb\u52a1\u3001\u591a\u6307\u6807\u7684\u7edf\u4e00\u6027\u80fd\u63d0\u5347<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=40927\/#%E4%B8%80%E5%A5%97%E5%8F%AF%E8%BF%81%E7%A7%BB%E3%80%81%E5%8F%AF%E6%8E%A7%E5%88%B6%E7%9A%84%E7%94%9F%E6%88%90%E6%B5%81%E7%A8%8B\" >\u4e00\u5957\u53ef\u8fc1\u79fb\u3001\u53ef\u63a7\u5236\u7684\u751f\u6210\u6d41\u7a0b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=40927\/#WorldForge_%E8%83%8C%E5%90%8E%E7%9A%84%E7%A7%91%E7%A0%94%E5%8A%9B%E9%87%8F\" >WorldForge \u80cc\u540e\u7684\u79d1\u7814\u529b\u91cf<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E8%B7%A8%E4%BB%BB%E5%8A%A1%E3%80%81%E5%A4%9A%E6%8C%87%E6%A0%87%E7%9A%84%E7%BB%9F%E4%B8%80%E6%80%A7%E8%83%BD%E6%8F%90%E5%8D%87\"><\/span>\u8de8\u4efb\u52a1\u3001\u591a\u6307\u6807\u7684\u7edf\u4e00\u6027\u80fd\u63d0\u5347<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u5b9e\u9a8c\u7ed3\u679c\u65b9\u9762\uff0c\u7814\u7a76\u56e2\u961f\u9996\u5148\u9a8c\u8bc1\u4e86 3D \u9759\u6001\u573a\u666f\u751f\u6210\uff0c\u4e5f\u5c31\u662f\u5355\u56fe\u5230\u591a\u89c6\u89d2\u4efb\u52a1\uff0c\u76f8\u5173\u6570\u636e\u6765\u81ea Table 1\u3002\u4ece\u751f\u6210\u8d28\u91cf\u770b\uff0cWorldForge \u7684 FID \u4e3a 96.08\uff0c\u662f\u6240\u6709\u65b9\u6cd5\u91cc\u6700\u4f4e\u7684\uff0cCLIPsim \u4e3a 0.948\uff0c\u662f\u6240\u6709\u65b9\u6cd5\u91cc\u6700\u9ad8\u7684\u3002\u4f5c\u4e3a\u5bf9\u6bd4\uff0cTrajectoryCrafter \u7684 FID \u4e3a 111.49\uff0cCLIPsim \u4e3a 0.910\uff0cNVS-Solver \u7684 FID \u4e3a 118.64\uff0cCLIPsim \u4e3a 0.937\u3002<\/p>\n<p>\u8fd9\u8bf4\u660e WorldForge \u5728\u771f\u5b9e\u611f\u548c\u8bed\u4e49\u4e00\u81f4\u6027\u4e0a\u90fd\u66f4\u5f3a\uff0cFID \u4ece 118 \u4e0b\u964d\u5230 96\uff0c\u964d\u5e45\u7ea6 20%\uff0cCLIPsim \u4ece 0.91 \u63d0\u5347\u5230 0.948\uff0c\u8bf4\u660e\u751f\u6210\u7ed3\u679c\u65e2\u66f4\u771f\u5b9e\uff0c\u53c8\u66f4\u7b26\u5408\u539f\u56fe\u8bed\u4e49\u3002<\/p>\n<p>\u4ece\u8f68\u8ff9\u7cbe\u5ea6\u4e5f\u5c31\u662f\u76f8\u673a\u63a7\u5236\u80fd\u529b\u770b\uff0cWorldForge \u7684 ATE \u4e3a 0.077\uff0c\u662f\u6700\u4f4e\u503c\uff0cRPE-T \u4e3a 0.086\uff0cRPE-R \u4e3a 0.221\u3002\u5bf9\u6bd4\u6765\u770b\uff0cViewCrafter \u7684 ATE \u4e3a 0.236\uff0c\u7ea6\u4e3a WorldForge \u7684 3 \u500d\uff0cNVS-Solver \u7684 RPE-R \u4e3a 1.056\uff0c\u660e\u663e\u9ad8\u4e8e 0.221\uff0c\u6240\u4ee5\u53ef\u4ee5\u770b\u51fa\uff0c\u76f8\u673a\u8def\u5f84\u8bef\u5dee\u88ab\u663e\u8457\u538b\u4f4e\uff0c\u6574\u4f53\u5927\u7ea6\u8fbe\u5230 2 \u5230 5 \u500d\u7684\u6539\u8fdb\u3002<\/p>\n<p>\u5728 4D \u52a8\u6001\u89c6\u9891\u751f\u6210\u4efb\u52a1\u4e2d\uff0c\u4e5f\u5c31\u662f\u8f93\u5165\u89c6\u9891\u5e76\u91cd\u65b0\u6307\u5b9a\u8f68\u8ff9\u7684\u573a\u666f\uff0c\u76f8\u5173\u6570\u636e\u6765\u81ea Table 2\u3002\u4ece\u89c6\u9891\u8d28\u91cf\u770b\uff0cWorldForge \u7684 FVD \u4e3a 93.17\uff0c\u662f\u6700\u4f4e\u503c\uff0cCLIP-Vsim \u4e3a 0.938\uff0c\u662f\u6700\u9ad8\u503c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-54064e78e12dd561736ecfb0e9b1b518.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-54064e78e12dd561736ecfb0e9b1b518.png\"><\/a><\/p>\n<p>\u5bf9\u6bd4\u65b9\u6cd5\u4e2d\uff0cTrajectoryCrafter \u7684 FVD \u4e3a 97.31\uff0cViewExtrapolator \u7684 FVD \u4e3a 108.48\u3002\u4e5f\u5c31\u662f\u8bf4\uff0cWorldForge \u76f8\u6bd4 108 \u964d\u5230 93\uff0c\u63d0\u5347\u5e45\u5ea6\u7ea6\u4e3a 15%\uff0c\u8bf4\u660e\u5728\u52a8\u6001\u89c6\u9891\u751f\u6210\u4e2d\uff0c\u753b\u9762\u8d28\u91cf\u548c\u8bed\u4e49\u4e00\u81f4\u6027\u4ecd\u7136\u4fdd\u6301\u9886\u5148\u3002\u4ece\u8f68\u8ff9\u7cbe\u5ea6\u770b\uff0cWorldForge \u7684 ATE \u4e3a 0.527\uff0cRPE-T \u4e3a 0.826\uff0cRPE-R \u4e3a 2.690\uff0c\u800c ViewExtrapolator \u7684 ATE \u4e3a 1.040\uff0c\u51e0\u4e4e\u662f\u524d\u8005\u7684\u4e24\u500d\uff0c\u8fd9\u8bf4\u660e\u5728\u52a8\u6001\u89c6\u9891\u6761\u4ef6\u4e0b\uff0cWorldForge \u4f9d\u7136\u80fd\u4fdd\u6301\u6bd4\u8f83\u7a33\u5b9a\u7684\u8f68\u8ff9\u63a7\u5236\u6548\u679c\u3002<\/p>\n<p>\u9664\u4e86\u6027\u80fd\u6307\u6807\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u7ed9\u51fa\u4e86\u5b9e\u9a8c\u89c4\u6a21\uff0c\u8fd9\u90e8\u5206\u4fe1\u606f\u5f88\u91cd\u8981\u3002\u5728 3D \u4efb\u52a1\u4e2d\uff0c\u5b9e\u9a8c\u8986\u76d6 40 \u591a\u4e2a\u573a\u666f\u300170 \u591a\u5f20\u5355\u56fe\u8f93\u5165\uff0c\u4f7f\u7528\u7684\u6570\u636e\u96c6\u5305\u62ec LLFF\u3001Tanks &amp; Temples\u3001MipNeRF 360\uff0c\u540c\u65f6\u8fd8\u52a0\u5165\u4e86\u771f\u5b9e\u56fe\u7247\u548c AI \u751f\u6210\u56fe\u7247\u3002\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-6928d0fe73f7d32a92c066b9722a32f7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-6928d0fe73f7d32a92c066b9722a32f7.png\"><\/a><\/p>\n<p>\u5728 4D \u4efb\u52a1\u4e2d\uff0c\u5b9e\u9a8c\u8986\u76d6 30 \u591a\u4e2a\u89c6\u9891\u548c 50 \u591a\u4e2a\u6d4b\u8bd5\u6837\u4f8b\uff0c\u6570\u636e\u6765\u6e90\u5305\u62ec DAVIS \u6570\u636e\u96c6\u3001\u7535\u5f71\u7247\u6bb5\u4ee5\u53ca VDM \u751f\u6210\u89c6\u9891\u3002\u8fd9\u6837\u7684\u8bbe\u7f6e\u8bf4\u660e\uff0c\u6d4b\u8bd5\u8303\u56f4\u540c\u65f6\u8986\u76d6\u771f\u5b9e\u4e16\u754c\u6570\u636e\u548c\u5408\u6210\u6570\u636e\uff0c\u6cdb\u5316\u80fd\u529b\u9a8c\u8bc1\u76f8\u5bf9\u5145\u5206\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u8fd8\u8bf4\u660e\u4e86\u5b9e\u9a8c\u6761\u4ef6\u3002\u4e3b\u6a21\u578b\u4f7f\u7528 Wan2.1\uff0c\u89c4\u6a21\u4e3a 14B\uff0c\u786c\u4ef6\u65b9\u9762\u9700\u8981\u81f3\u5c11 69GB \u663e\u5b58\u7684 GPU\u3002\u751f\u6210\u9636\u6bb5\u91c7\u7528 50 \u6b65\u91c7\u6837\uff0c\u5176\u4e2d IRR \u4f5c\u7528\u5728\u524d 20 \u6b65\u3002\u8fd9\u7ec4\u6761\u4ef6\u8bf4\u660e\uff0c\u65b9\u6cd5\u5728\u6548\u679c\u4e0a\u5f88\u5f3a\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u4e5f\u6bd4\u8f83\u9ad8\uff0c\u5bf9\u786c\u4ef6\u8d44\u6e90\u6709\u8f83\u9ad8\u8981\u6c42\u3002<\/p>\n<p>\u5728\u6d88\u878d\u5b9e\u9a8c\u90e8\u5206\uff0c\u76f8\u5173\u6570\u636e\u6765\u81ea Table 3\u3002\u5b8c\u6574\u6a21\u578b\u8868\u73b0\u6700\u597d\uff0c\u5176\u4e2d FID \u4e3a 96.08\uff0cFVD \u4e3a 93.17\u3002\u53bb\u6389 DSG \u4ee5\u540e\uff0cFID \u4e0a\u5347\u5230 109.43\uff0cFVD \u4e0a\u5347\u5230 95.69\uff0c\u8bf4\u660e\u753b\u9762\u8d28\u91cf\u548c\u89c6\u9891\u8d28\u91cf\u90fd\u660e\u663e\u53d8\u5dee\u3002<\/p>\n<p>\u53bb\u6389 FLF \u4ee5\u540e\uff0cFID \u8fdb\u4e00\u6b65\u4e0a\u5347\u5230 112.69\uff0cFVD \u4e0a\u5347\u5230 99.79\uff0c\u7ed3\u679c\u66f4\u5dee\u3002\u628a DSG \u548c FLF \u4e00\u8d77\u53bb\u6389\u4ee5\u540e\uff0cFID \u8fbe\u5230 113.12\uff0cFVD \u8fbe\u5230 103.17\uff0c\u9000\u5316\u66f4\u52a0\u660e\u663e\u3002\u5982\u679c\u628a DSG \u6362\u6210\u4f20\u7edf CFG\uff0c\u7ed3\u679c\u6700\u5dee\uff0cFID \u8fbe\u5230 120.91\uff0cFVD \u8fbe\u5230 109.1\u3002<\/p>\n<p>\u7efc\u5408\u8fd9\u4e9b\u6570\u5b57\u53ef\u4ee5\u770b\u5230\uff0c\u6bcf\u4e2a\u6a21\u5757\u90fd\u4f1a\u5e26\u6765\u5927\u7ea6 10% \u5230 20% \u7684\u6027\u80fd\u63d0\u5347\uff0c\u800c\u4e14\u51e0\u4e2a\u6a21\u5757\u4e4b\u95f4\u5b58\u5728\u660e\u663e\u7684\u4e92\u8865\u5173\u7cfb\uff0c\u5c11\u4e86\u4efb\u4f55\u4e00\u4e2a\uff0c\u6574\u4f53\u6548\u679c\u90fd\u4f1a\u4e0b\u964d\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-0f8e9f041ce7079e230013fe6f88cf84.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-0f8e9f041ce7079e230013fe6f88cf84.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%80%E5%A5%97%E5%8F%AF%E8%BF%81%E7%A7%BB%E3%80%81%E5%8F%AF%E6%8E%A7%E5%88%B6%E7%9A%84%E7%94%9F%E6%88%90%E6%B5%81%E7%A8%8B\"><\/span>\u4e00\u5957\u53ef\u8fc1\u79fb\u3001\u53ef\u63a7\u5236\u7684\u751f\u6210\u6d41\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u5b9e\u9a8c\u7ecf\u8fc7\u65b9\u9762\uff0c\u7814\u7a76\u56e2\u961f\u9996\u5148\u4ece\u6a21\u578b\u8bbe\u7f6e\u5165\u624b\u9a8c\u8bc1\u65b9\u6cd5\u7684\u901a\u7528\u6027\uff0c\u4e00\u5171\u9009\u7528\u4e86\u4e09\u4e2a\u4e0d\u540c\u7c7b\u578b\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5\uff0c\u5206\u522b\u662f\u4f5c\u4e3a\u4e3b\u5b9e\u9a8c\u57fa\u7840\u6a21\u578b\u7684 Wan2.1\uff0c\u5176\u89c4\u6a21\u4e3a 14B\uff0c\u4f5c\u4e3a\u8f7b\u91cf\u7ea7\u5bf9\u7167\u6a21\u578b\u7684 SVD\uff0c\u4ee5\u53ca\u8f83\u65b0\u7684 LongCat-Video \u6a21\u578b\u3002<\/p>\n<p>\u901a\u8fc7\u5728\u8fd9\u4e09\u7c7b\u80fd\u529b\u548c\u7ed3\u6784\u5dee\u5f02\u660e\u663e\u7684\u6a21\u578b\u4e0a\u5206\u522b\u8fdb\u884c\u5b9e\u9a8c\uff0c\u7814\u7a76\u4eba\u5458\u89c2\u5bdf\u65b9\u6cd5\u5728\u4e0d\u540c\u57fa\u7840\u80fd\u529b\u6761\u4ef6\u4e0b\u7684\u8868\u73b0\u53d8\u5316\uff0c\u7ed3\u679c\u663e\u793a\u65b9\u6cd5\u53ef\u4ee5\u76f4\u63a5\u8fc1\u79fb\u5230\u4e0d\u540c\u89c6\u9891\u6a21\u578b\u4e2d\u4f7f\u7528\uff0c\u4e0d\u4f9d\u8d56\u7279\u5b9a\u6a21\u578b\u7ed3\u6784\u6216\u8bad\u7ec3\u65b9\u5f0f\uff0c\u56e0\u6b64\u5177\u6709\u660e\u663e\u7684\u6a21\u578b\u65e0\u5173\u6027\uff0c\u4e5f\u5c31\u662f model-agnostic \u7279\u5f81\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-d86eddba811bf389dc567ccd2c555d7d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-d86eddba811bf389dc567ccd2c555d7d.png\"><\/a><\/p>\n<p>\u5728\u63a8\u7406\u6d41\u7a0b\u53c2\u6570\u65b9\u9762\uff0c\u7814\u7a76\u56e2\u961f\u5bf9\u6269\u6563\u751f\u6210\u8fc7\u7a0b\u8fdb\u884c\u4e86\u7cbe\u7ec6\u63a7\u5236\u3002\u6574\u4e2a\u89c6\u9891\u751f\u6210\u8fc7\u7a0b\u7edf\u4e00\u8bbe\u7f6e\u4e3a 50 \u6b65\u91c7\u6837\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0cIRR \u5e76\u4e0d\u662f\u5728\u5168\u90e8\u6b65\u9aa4\u4e2d\u6301\u7eed\u4f5c\u7528\uff0c\u800c\u662f\u96c6\u4e2d\u4f5c\u7528\u5728\u524d 35% \u5230 45% \u7684\u9636\u6bb5\uff0c\u4e5f\u5c31\u662f\u5927\u7ea6\u524d 15 \u5230 25 \u6b65\u4e4b\u95f4\uff0c\u5728\u4e3b\u5b9e\u9a8c\u914d\u7f6e\u4e2d\u901a\u5e38\u4e3a\u524d 20 \u6b65\u3002<\/p>\n<p>\u8fd9\u4e00\u9636\u6bb5\u4e3b\u8981\u8d1f\u8d23\u5efa\u7acb\u6574\u4f53\u7ed3\u6784\u548c\u8fd0\u52a8\u8d8b\u52bf\uff0c\u56e0\u6b64\u901a\u8fc7 IRR \u5728\u8fd9\u4e00\u9636\u6bb5\u6301\u7eed\u6ce8\u5165\u8f68\u8ff9\u4fe1\u606f\uff0c\u53ef\u4ee5\u4e0d\u65ad\u4fee\u6b63\u751f\u6210\u65b9\u5411\uff0c\u4f7f\u7ed3\u679c\u9010\u6b65\u8d34\u8fd1\u76ee\u6807\u76f8\u673a\u8def\u5f84\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c8ab9df5df6fd8d10cbbcbe961d291ea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c8ab9df5df6fd8d10cbbcbe961d291ea.png\"><\/a><\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0cFLF \u5728\u65f6\u95f4\u7ef4\u5ea6\u4e0a\u4e5f\u91c7\u7528\u5206\u9636\u6bb5\u7b56\u7565\uff0c\u5728\u6700\u521d\u7684\u82e5\u5e72\u6b65\u4e2d\u5173\u95ed FLF\uff0c\u8ba9\u6a21\u578b\u4f18\u5148\u5229\u7528\u5168\u90e8\u901a\u9053\u5efa\u7acb\u6574\u4f53\u7ed3\u6784\uff0c\u907f\u514d\u8fc7\u65e9\u9650\u5236\u4fe1\u606f\u6d41\u52a8\u800c\u5f71\u54cd\u5168\u5c40\u5e03\u5c40\uff0c\u968f\u540e\u5728\u4e2d\u540e\u671f\u9010\u6e10\u542f\u7528 FLF\uff0c\u5bf9\u901a\u9053\u8fdb\u884c\u7b5b\u9009\uff0c\u4ec5\u5bf9\u8fd0\u52a8\u76f8\u5173\u901a\u9053\u65bd\u52a0\u7ea6\u675f\uff0c\u4ece\u800c\u5728\u4e0d\u7834\u574f\u5916\u89c2\u7ec6\u8282\u7684\u524d\u63d0\u4e0b\u52a0\u5f3a\u8f68\u8ff9\u63a7\u5236\u3002<\/p>\n<p>\u8fd9\u79cd\u5b89\u6392\u4f53\u73b0\u51fa\u4e00\u79cd\u660e\u663e\u7684\u65f6\u95f4\u8c03\u5ea6\u673a\u5236\uff0c\u4e5f\u5c31\u662f\u5728\u4e0d\u540c\u751f\u6210\u9636\u6bb5\u5206\u914d\u4e0d\u540c\u63a7\u5236\u5f3a\u5ea6\uff0c\u4ece\u800c\u5728\u7ed3\u6784\u7a33\u5b9a\u6027\u4e0e\u7ec6\u8282\u4fdd\u771f\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-f139be955029ad3a13f3864bd484cd91.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-f139be955029ad3a13f3864bd484cd91.png\"><\/a><\/p>\n<p>\u5728\u8f68\u8ff9\u7c7b\u578b\u8bbe\u8ba1\u65b9\u9762\uff0c\u7814\u7a76\u56e2\u961f\u4e3a\u4e86\u9a8c\u8bc1\u65b9\u6cd5\u7684\u9002\u7528\u8303\u56f4\uff0c\u6784\u5efa\u4e86\u591a\u79cd\u4e0d\u540c\u5f62\u5f0f\u7684\u76f8\u673a\u8fd0\u52a8\u8def\u5f84\u8fdb\u884c\u6d4b\u8bd5\uff0c\u5305\u62ec\u5706\u5f27\u8f68\u8ff9\uff0c\u4e5f\u5c31\u662f arc\uff0c\u7528\u4e8e\u6a21\u62df\u56f4\u7ed5\u76ee\u6807\u7684\u4fa7\u5411\u79fb\u52a8\uff1b\u63a8\u8fdb\u8f68\u8ff9\uff0c\u4e5f\u5c31\u662f dolly\uff0c\u7528\u4e8e\u6a21\u62df\u955c\u5934\u524d\u8fdb\u6216\u540e\u9000\uff1b\u65cb\u8f6c\u8f68\u8ff9\uff0c\u4e5f\u5c31\u662f orbit\uff0c\u7528\u4e8e\u5b9e\u73b0\u73af\u7ed5\u5f0f\u89c2\u5bdf\uff1b\u4ee5\u53ca\u81ea\u7531\u63a2\u7d22\u8def\u5f84\uff0c\u7528\u4e8e\u6d4b\u8bd5\u590d\u6742\u3001\u4e0d\u89c4\u5219\u7684\u76f8\u673a\u8fd0\u52a8\u3002<\/p>\n<p>\u8fd9\u4e9b\u8f68\u8ff9\u4e0d\u4ec5\u5728\u51e0\u4f55\u5f62\u5f0f\u4e0a\u5b58\u5728\u5dee\u5f02\uff0c\u540c\u65f6\u5728\u8fd0\u52a8\u5e45\u5ea6\u3001\u89c6\u89d2\u53d8\u5316\u8303\u56f4\u4ee5\u53ca\u906e\u6321\u60c5\u51b5\u4e0a\u4e5f\u5b58\u5728\u663e\u8457\u4e0d\u540c\u3002\u901a\u8fc7\u5728\u8fd9\u4e9b\u591a\u6837\u5316\u8f68\u8ff9\u6761\u4ef6\u4e0b\u8fdb\u884c\u5b9e\u9a8c\uff0c\u7814\u7a76\u4eba\u5458\u9a8c\u8bc1\u65b9\u6cd5\u4e0d\u4ec5\u53ef\u4ee5\u5904\u7406\u89c4\u5219\u8def\u5f84\uff0c\u4e5f\u53ef\u4ee5\u5e94\u5bf9\u590d\u6742\u52a8\u6001\u8def\u5f84\uff0c\u4ece\u800c\u8bf4\u660e\u65b9\u6cd5\u5177\u5907\u8f83\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u53ea\u5bf9\u67d0\u4e00\u7c7b\u9884\u8bbe\u8fd0\u52a8\u6a21\u677f\u6709\u6548\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-a49aa34362adb22cfa30586bbf62cdc9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-a49aa34362adb22cfa30586bbf62cdc9.png\"><\/a><\/p>\n<p>\u5728\u8bc4\u4ef7\u6307\u6807\u9009\u62e9\u65b9\u9762\uff0c\u7814\u7a76\u56e2\u961f\u7ed3\u5408\u4efb\u52a1\u7279\u70b9\u8fdb\u884c\u4e86\u4e13\u95e8\u8bbe\u8ba1\u3002\u5bf9\u4e8e\u5355\u56fe\u751f\u6210\u591a\u89c6\u89d2\u7684 3D \u4efb\u52a1\uff0c\u7531\u4e8e\u8f93\u5165\u53ea\u6709\u4e00\u5f20\u56fe\u50cf\uff0c\u76ee\u6807\u89c6\u89d2\u5e76\u4e0d\u5b58\u5728\u771f\u5b9e\u53c2\u8003\uff0c\u4e5f\u5c31\u662f\u6ca1\u6709 ground truth\uff0c\u56e0\u6b64\u65e0\u6cd5\u4f7f\u7528\u4f9d\u8d56\u771f\u5b9e\u56fe\u50cf\u5bf9\u6bd4\u7684\u6307\u6807\uff0c\u4f8b\u5982 PSNR \u8fd9\u4e00\u7c7b\u50cf\u7d20\u7ea7\u8bef\u5dee\u6307\u6807\u3002<\/p>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u7814\u7a76\u4eba\u5458\u9009\u62e9\u4f7f\u7528 FID \u6765\u8861\u91cf\u751f\u6210\u7ed3\u679c\u5728\u5206\u5e03\u5c42\u9762\u4e0e\u771f\u5b9e\u56fe\u50cf\u7684\u63a5\u8fd1\u7a0b\u5ea6\uff0c\u540c\u65f6\u4f7f\u7528 CLIP \u76f8\u4f3c\u5ea6\u6765\u8bc4\u4f30\u751f\u6210\u5185\u5bb9\u5728\u8bed\u4e49\u5c42\u9762\u4e0e\u8f93\u5165\u56fe\u50cf\u7684\u4e00\u81f4\u6027\u3002<\/p>\n<p>\u5bf9\u4e8e 4D \u52a8\u6001\u89c6\u9891\u4efb\u52a1\uff0c\u5219\u8fdb\u4e00\u6b65\u5f15\u5165 FVD \u6765\u8861\u91cf\u89c6\u9891\u6574\u4f53\u8d28\u91cf\uff0c\u4ee5\u53ca CLIP-Vsim \u6765\u8bc4\u4f30\u89c6\u9891\u8bed\u4e49\u4e00\u81f4\u6027\u3002\u8fd9\u79cd\u6307\u6807\u4f53\u7cfb\u4f53\u73b0\u51fa\u7814\u7a76\u56e2\u961f\u5bf9\u95ee\u9898\u6027\u8d28\u7684\u7406\u89e3\uff0c\u4e5f\u5c31\u662f\u628a\u4efb\u52a1\u89c6\u4e3a\u751f\u6210\u95ee\u9898\u800c\u4e0d\u662f\u91cd\u5efa\u95ee\u9898\uff0c\u56e0\u6b64\u8bc4\u4ef7\u91cd\u70b9\u653e\u5728\u771f\u5b9e\u611f\u3001\u8bed\u4e49\u4e00\u81f4\u6027\u4ee5\u53ca\u65f6\u95f4\u8fde\u7eed\u6027\uff0c\u800c\u4e0d\u662f\u50cf\u7d20\u7ea7\u8fd8\u539f\u7cbe\u5ea6\u3002<\/p>\n<p class=\"heading-1 ace-line old-record-id-Yso1dUZyVoRkfrxwBtdc7ER1nNh\">\u4ece\u7ed3\u679c\u4f18\u5316\uff0c\u5230\u8fc7\u7a0b\u63a7\u5236\u7684\u4e00\u6b21\u8f6c\u5411<\/p>\n<p>\u5728\u5b9e\u9a8c\u610f\u4e49\u65b9\u9762\uff0c\u8fd9\u9879\u7814\u7a76\u7684\u4ef7\u503c\u4e0d\u4ec5\u4f53\u73b0\u5728\u6307\u6807\u63d0\u5347\u4e0a\uff0c\u66f4\u4f53\u73b0\u5728\u5b83\u6539\u53d8\u4e86\u89c6\u9891\u751f\u6210\u6280\u672f\u7684\u53d1\u5c55\u65b9\u5411\u3002\u9996\u5148\uff0c\u4ece\u6027\u80fd\u4e0a\u770b\uff0c\u7814\u7a76\u7ed3\u679c\u4e0d\u662f\u53ea\u4f18\u5316\u4e86\u67d0\u4e00\u4e2a\u5c40\u90e8\u73af\u8282\uff0c\u800c\u662f\u5728\u591a\u4e2a\u6838\u5fc3\u7ef4\u5ea6\u4e0a\u540c\u65f6\u53d6\u5f97\u63d0\u5347\u3002<\/p>\n<p>FID \u4e0b\u964d\u4e86 20%\uff0cFVD \u4e0b\u964d\u4e86 15%\uff0c\u8f68\u8ff9\u8bef\u5dee\u964d\u4f4e\u4e86 2 \u5230 5 \u500d\uff0c\u8fd9\u8bf4\u660e\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684\u65b9\u6cd5\u65e2\u80fd\u8ba9\u753b\u9762\u66f4\u771f\u5b9e\uff0c\u4e5f\u80fd\u8ba9\u89c6\u9891\u66f4\u7a33\u5b9a\uff0c\u8fd8\u80fd\u8ba9\u76f8\u673a\u8fd0\u52a8\u66f4\u51c6\u786e\u3002<\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c\u7814\u7a76\u4eba\u5458\u89e3\u51b3\u7684\u4e0d\u662f\u5355\u4e00\u7684\u6e05\u6670\u5ea6\u95ee\u9898\uff0c\u4e5f\u4e0d\u662f\u5355\u4e00\u7684\u63a7\u5236\u95ee\u9898\uff0c\u800c\u662f\u628a\u751f\u6210\u8d28\u91cf\u3001\u8fd0\u52a8\u4e00\u81f4\u6027\u548c\u7a7a\u95f4\u63a7\u5236\u80fd\u529b\u4e00\u8d77\u5f80\u524d\u63a8\u8fdb\u4e86\u4e00\u6b65\uff0c\u8fd9\u79cd\u5168\u9762\u63d0\u5347\u8bf4\u660e\u65b9\u6cd5\u5df2\u7ecf\u5177\u5907\u8f83\u5f3a\u7684\u5b9e\u7528\u6f5c\u529b\u3002<\/p>\n<p>\u4ece\u65b9\u6cd5\u610f\u4e49\u4e0a\u770b\uff0c\u8fd9\u9879\u7814\u7a76\u8fdb\u4e00\u6b65\u8bf4\u660e\uff0c\u89c6\u9891\u751f\u6210\u672a\u6765\u7684\u91cd\u8981\u65b9\u5411\uff0c\u5f88\u53ef\u80fd\u4e0d\u662f\u4e0d\u65ad\u91cd\u65b0\u8bad\u7ec3\u66f4\u5927\u7684\u6a21\u578b\uff0c\u800c\u662f\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u66f4\u7cbe\u7ec6\u7684\u63a7\u5236\u3002\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u5b9e\u9a8c\u53d1\u73b0\uff0c\u4f20\u7edf CFG \u5728\u8fd9\u4e00\u4efb\u52a1\u4e2d\u4f1a\u5931\u8d25\uff0cFID \u4f1a\u9ad8\u5230 120 \u4ee5\u4e0a\uff0c\u800c\u4f7f\u7528 DSG \u4ee5\u540e\uff0cFID \u53ef\u4ee5\u964d\u5230 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class=\"ez-toc-section\" id=\"WorldForge_%E8%83%8C%E5%90%8E%E7%9A%84%E7%A7%91%E7%A0%94%E5%8A%9B%E9%87%8F\"><\/span>WorldForge \u80cc\u540e\u7684\u79d1\u7814\u529b\u91cf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8bba\u6587\u4e00\u4f5c\u5b8b\u6668\u66e6\uff0c\u76ee\u524d\u662f\u897f\u6e56\u5927\u5b66 AGI Lab \u7684\u535a\u58eb\u540e\u7814\u7a76\u5458\uff0c\u5e08\u4ece\u5f20\u9a70\u6559\u6388\uff0c2024 \u5e74\u4e8e\u5409\u6797\u5927\u5b66\u83b7\u5f97\u5de5\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u535a\u58eb\u9636\u6bb5\u4e3b\u8981\u4ece\u4e8b 3D \u8ba1\u7b97\u673a\u89c6\u89c9\u4e0e\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u7814\u7a76\u3002<\/p>\n<p>\u4ed6\u5f53\u524d\u7684\u7814\u7a76\u91cd\u70b9\u96c6\u4e2d\u5728 3D \u4e0e 4D \u573a\u666f\u5efa\u6a21\u3001\u53ef\u63a7\u89c6\u9891\u751f\u6210\u7b49\u65b9\u5411\uff0c\u540c\u65f6\u4e5f\u6d3b\u8dc3\u4e8e\u5b66\u672f\u5171\u540c\u4f53\uff0c\u62c5\u4efb NeurIPS\u3001CVPR\u3001ECCV\u3001AAAI\u3001MM \u548c T-CSVT \u7b49\u4f1a\u8bae\u4e0e\u671f\u520a\u7684\u5ba1\u7a3f\u4eba\u3002<\/p>\n<p>\u5c31\u5b66\u672f\u6210\u679c\u6765\u770b\uff0c\u4ed6\u5df2\u53d1\u8868\u6216\u53c2\u4e0e\u591a\u9879\u4ee3\u8868\u6027\u5de5\u4f5c\uff0c\u5305\u62ec\u4ee5\u7b2c\u4e00\u4f5c\u8005\u53d1\u8868\u5728 CVPR 2026 \u7684 WorldForge\uff0c\u4ee5\u53ca\u53d1\u8868\u4e8e IEEE T-CSVT \u7684 FewarNet\uff0c\u6b64\u5916\u8fd8\u53c2\u4e0e\u4e86 SwitchCraft\u3001Free-Lunch Long Video Generation\u3001FlowDirector\u3001Fast3Dcache\u3001AppAgentX \u7b49\u9879\u76ee\uff0c\u6574\u4f53\u7814\u7a76\u8def\u5f84\u4f53\u73b0\u51fa\u4ece\u591a\u89c6\u89d2\u91cd\u5efa\u30013D \u51e0\u4f55\u5efa\u6a21\u5230\u8bad\u7ec3\u81ea\u7531\u7684\u89c6\u9891\u751f\u6210\u4e0e\u4e16\u754c\u6a21\u578b\u6784\u5efa\u7684\u6301\u7eed\u63a8\u8fdb<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-f767c75fab03618ed5a65aa165a6d61f.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-f767c75fab03618ed5a65aa165a6d61f.jpeg\"><\/a><\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/chenxi-song.github.io\/<\/p>\n<p>\u901a\u8baf\u4f5c\u8005\u5f20\u9a70\uff0c\u897f\u6e56\u5927\u5b66\u52a9\u7406\u6559\u6388\u3001\u72ec\u7acbPI\uff0c\u540c\u65f6\u62c5\u4efb AGI 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