{"id":39720,"date":"2025-03-29T00:02:21","date_gmt":"2025-03-28T16:02:21","guid":{"rendered":"https:\/\/17aitech.com\/?p=39720"},"modified":"2025-03-29T00:02:21","modified_gmt":"2025-03-28T16:02:21","slug":"vbench-2-0%ef%bc%9a%e9%9d%a2%e5%90%91%e8%a7%86%e9%a2%91%e7%94%9f%e6%88%90%e6%96%b0%e4%b8%96%e4%bb%a3%e7%9a%84%e8%af%84%e6%b5%8b%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39720","title":{"rendered":"VBench-2.0\uff1a\u9762\u5411\u89c6\u9891\u751f\u6210\u65b0\u4e16\u4ee3\u7684\u8bc4\u6d4b\u6846\u67b6"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-28-9\" target=\"_blank\">VBench-2.0\uff1a\u9762\u5411\u89c6\u9891\u751f\u6210\u65b0\u4e16\u4ee3\u7684\u8bc4\u6d4b\u6846\u67b6<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-748f3fe578a70059d83174acca8fa68d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-748f3fe578a70059d83174acca8fa68d.png\"><\/a><\/section>\n<section>\u8fd1\u4e00\u5e74\u4ee5\u6765\uff0cAI \u89c6\u9891\u751f\u6210\u6280\u672f\u53d1\u5c55\u8fc5\u731b\u3002\u81ea 2024 \u5e74\u521d Sora \u95ee\u4e16\u540e\uff0c\u5927\u5bb6\u60ca\u559c\u5730\u53d1\u73b0\uff1a\u539f\u6765 AI \u53ef\u4ee5\u751f\u6210\u5982\u6b64\u903c\u771f\u7684\u89c6\u9891\uff0c\u4e00\u65f6\u95f4\u5404\u5927\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u3001\u4e92\u8054\u7f51\u5de8\u5934 AI Lab \u4ee5\u53ca\u521b\u4e1a\u516c\u53f8\u7eb7\u7eb7\u5165\u5c40\u89c6\u9891\u751f\u6210\u9886\u57df\u3002<\/section>\n<section><\/section>\n<section>\u95ed\u6e90\u6a21\u578b\uff08\u5982 Kling\u3001Gen\u3001Pika\uff09\u5728\u89c6\u89c9\u6548\u679c\u65b9\u9762\u4ee4\u4eba\u60ca\u53f9\uff0c\u8fd1\u671f\u4e5f\u6709 HunyuanVideo\u3001Wanx \u7b49\u5b8c\u5168\u5f00\u6e90\u7684\u6a21\u578b\u5728 VBench \u699c\u5355\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u8ba9\u6211\u4eec\u770b\u5230\u4e86\u793e\u533a\u5728\u63a8\u52a8\u6280\u672f\u9769\u65b0\u4e0a\u7684\u65e0\u9650\u6f5c\u529b\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u5f53\u5927\u5bb6\u90fd\u5728\u60ca\u547c\u300c\u89c6\u89c9\u6548\u679c\u592a\u725b\u4e86\u300d\u7684\u540c\u65f6\uff0c\u96be\u514d\u4f1a\u4ea7\u751f\u65b0\u7684\u601d\u8003\uff1a<strong>\u89c6\u9891\u751f\u6210\u7684\u4e0b\u4e00\u6b65\u7a76\u7adf\u8be5\u5f80\u54ea\u91cc\u8d70\uff1f\u8868\u9762\u903c\u771f\u5ea6\u771f\u7684\u5c31\u4ee3\u8868\u4e00\u5207\u5417\uff1f\u8fd8\u80fd\u6709\u54ea\u4e9b\u66f4\u6df1\u5c42\u6b21\u7684\u80fd\u529b\u503c\u5f97\u6211\u4eec\u6df1\u6316\uff1f<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u4ece\u300c\u8868\u9762\u771f\u5b9e\u6027\u300d\u5230\u300c\u5185\u5728\u771f\u5b9e\u6027\u300d<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-11c5e20ca4534df51c95743f4bf93726.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-11c5e20ca4534df51c95743f4bf93726.png\"><\/a><\/section>\n<section>\u521d\u4ee3 <strong>VBench<\/strong> \u4f5c\u4e3a\u4e1a\u5185\u6743\u5a01\u7684\u89c6\u9891\u751f\u6210\u8bc4\u6d4b\u4f53\u7cfb\uff0c\u4e3b\u8981\u5173\u6ce8\u89c6\u9891\u7684\u89c6\u89c9\u89c2\u611f\uff0c\u4f8b\u5982\u6bcf\u4e00\u5e27\u7684\u6e05\u6670\u5ea6\u3001\u5e27\u4e0e\u5e27\u4e4b\u95f4\u7684\u5e73\u6ed1\u8854\u63a5\uff0c\u4ee5\u53ca\u89c6\u9891\u548c\u6587\u672c\u63cf\u8ff0\u95f4\u7684\u57fa\u672c\u4e00\u81f4\u6027\u3002\u8fd9\u4e9b\u8981\u7d20\u4e5f\u88ab\u79f0\u4e3a<strong>\u8868\u9762\u771f\u5b9e\u6027\uff08Superficial Faithfulness\uff09<\/strong>\uff0c\u5b83\u89e3\u51b3\u4e86\u89c6\u9891\u300c\u770b\u8d77\u6765\u662f\u5426\u903c\u771f\u300d\u548c\u300c\u597d\u4e0d\u597d\u770b\u300d\u7684\u95ee\u9898\uff0c\u5e76\u4e3a\u73b0\u9636\u6bb5\u6a21\u578b\u63d0\u4f9b\u4e86\u7edf\u4e00\u8861\u91cf\u6807\u5c3a\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u8981\u8ba9\u89c6\u9891\u751f\u6210\u771f\u6b63\u8fc8\u5411\u66f4\u9ad8\u5c42\u6b21\u7684\u5e94\u7528\u2014\u2014\u4f8b\u5982 AI \u8f85\u52a9\u7535\u5f71\u5236\u4f5c\u3001\u590d\u6742\u573a\u666f\u6a21\u62df\u7b49\uff0c\u5c31\u4e0d\u4ec5\u9700\u8981\u89c6\u9891\u300c\u770b\u8d77\u6765\u903c\u771f\u300d\uff0c\u66f4\u9700\u8981\u5b83\u5177\u5907\u5bf9<strong>\u7269\u7406\u89c4\u5f8b\u3001\u5e38\u8bc6\u63a8\u7406\u3001\u4eba\u4f53\u89e3\u5256\u3001\u573a\u666f\u7ec4\u5408<\/strong>\u7b49\u4e16\u754c\u6a21\u578b\uff08World Model\uff09\u5c42\u9762\u7684\u6df1\u5ea6\u7406\u89e3\uff0c\u4e5f\u5c31\u662f<strong>\u5185\u5728\u771f\u5b9e\u6027\uff08Intrinsic Faithfulness\uff09<\/strong>\u3002\u53ea\u6709\u80fd\u591f\u9075\u5faa\u73b0\u5b9e\u4e16\u754c\u89c4\u5219\u7684\u6a21\u578b\uff0c\u624d\u6709\u53ef\u80fd\u5728\u957f\u5267\u60c5\u3001\u590d\u6742\u52a8\u4f5c\u548c\u5185\u5bb9\u521b\u4f5c\u4e2d\u66f4\u5177\u6f5c\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>VBench-2.0\uff1a\u5411\u300c\u5185\u5728\u771f\u5b9e\u6027\u300d\u8fdb\u53d1<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u5f15\u9886\u89c6\u9891\u751f\u6210\u6280\u672f\u4ece\u8868\u9762\u903c\u771f\u8fc8\u5411\u5185\u5728\u903c\u771f\uff0c\u5357\u6d0b\u7406\u5de5\u5927\u5b66 S-Lab \u548c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u8054\u5408\u63a8\u51fa VBench-2.0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ace9db7419efd01d9e38cd6161da00b4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ace9db7419efd01d9e38cd6161da00b4.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aVBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2503.21755<\/section>\n<\/li>\n<li>\n<section>\u89c6\u9891\uff1ahttps:\/\/www.youtube.com\/watch?v=kJrzKy9tgAc<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\uff1ahttps:\/\/github.com\/Vchitect\/VBench<\/section>\n<\/li>\n<li>\n<section>\u7f51\u9875\uff1ahttps:\/\/github.com\/Vchitect\/VBench-2.0-project<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728\u7ee7\u627f VBench-1.0 \u5bf9\u300c\u8868\u9762\u771f\u5b9e\u6027\u300d\u5173\u6ce8\u7684\u540c\u65f6\uff0cVBench-2.0 \u66f4\u5f3a\u8c03\u4ee5\u4e0b\u5173\u952e\u8bc4\u6d4b\u7ef4\u5ea6\uff1a<\/section>\n<ul>\n<li>\n<p><strong>Human Fidelity\uff08\u4eba\u4f53\u52a8\u4f5c\u4e0e\u7ed3\u6784\uff09<\/strong><\/p>\n<\/li>\n<\/ul>\n<section>\u5173\u6ce8\u505a\u4f53\u64cd\u65f6\u52a8\u4f5c\u662f\u5426\u8fde\u8d2f\u3001\u89d2\u8272\u52a8\u4f5c\u662f\u5426\u5408\u4e4e\u4eba\u4f53\u89e3\u5256\u5e38\u8bc6\u7b49\u3002<\/section>\n<ul>\n<li>\n<p><strong>Controllability\uff08\u53ef\u63a7\u6027\uff09<\/strong><\/p>\n<\/li>\n<\/ul>\n<section>\u8003\u5bdf\u6a21\u578b\u80fd\u5426\u7cbe\u786e\u5730\u6267\u884c\u7528\u6237\u7ed9\u51fa\u7684\u6307\u4ee4\uff0c\u4f8b\u5982\u76f8\u673a\u8fd0\u52a8\u3001\u4eba\u7269\u4f4d\u7f6e\u7b49\u5fae\u8c03\u6548\u679c\u3002<\/section>\n<ul>\n<li>\n<p><strong>Creativity\uff08\u521b\u9020\u6027\uff09<\/strong><\/p>\n<\/li>\n<\/ul>\n<section>\u89c2\u5bdf\u6a21\u578b\u5728\u573a\u666f\u7ec4\u5408\u548c\u6545\u4e8b\u60c5\u8282\u62d3\u5c55\u7b49\u65b9\u9762\u7684\u60f3\u8c61\u529b\u3002<\/section>\n<ul>\n<li>\n<p><strong>Physics\uff08\u7269\u7406\u89c4\u5f8b\uff09<\/strong><\/p>\n<\/li>\n<\/ul>\n<section>\u6d6e\u529b\u3001\u91cd\u529b\u3001\u78b0\u649e\u6548\u679c\u662f\u5426\u5408\u7406\uff1f\u6a21\u578b\u80fd\u5426\u751f\u6210\u7b26\u5408\u7269\u7406\u5b9a\u5f8b\u7684\u52a8\u4f5c\u6216\u573a\u666f\u53d8\u5316\uff1f<\/section>\n<ul>\n<li>\n<p><strong>Commonsense\uff08\u5e38\u8bc6\u63a8\u7406\uff09<\/strong><\/p>\n<\/li>\n<\/ul>\n<section>\u5728\u65e5\u5e38\u60c5\u666f\u6216\u903b\u8f91\u63a8\u65ad\u4e2d\u662f\u5426\u5c55\u73b0\u51fa\u5408\u7406\u6027\uff0c\u4f8b\u5982\u300c\u5403\u4e1c\u897f\u300d\u65f6\uff0c\u98df\u7269\u662f\u5426\u771f\u7684\u8fdb\u5165\u4e86\u53e3\u4e2d\uff0c\u89d2\u8272\u884c\u4e3a\u662f\u5426\u5408\u4e4e\u5e38\u7406\u7b49\u3002<\/section>\n<section><\/section>\n<section>VBench-2.0 \u9488\u5bf9\u4ee5\u4e0a\u7ef4\u5ea6\u63d0\u51fa\u4e86\u5927\u91cf\u7684\u7cbe\u7ec6\u5316\u6d4b\u8bc4\u573a\u666f\u4e0e\u81ea\u52a8\u5316\u8bc4\u4f30\u7b56\u7565\uff0c\u5176\u4e2d\u5305\u542b\u901a\u7528\u7684\u591a\u6a21\u6001\u6a21\u578b\uff08VLMs\u3001LLMs\uff09\u53ca\u5728\u7279\u5b9a\u9886\u57df\u8868\u73b0\u4f18\u5f02\u7684\u300c\u4e13\u5bb6\u300d\u65b9\u6cd5\uff08\u5982\u9488\u5bf9\u4eba\u4f53\u5f02\u5e38\u52a8\u4f5c\u7684\u68c0\u6d4b\uff09\u7b49\u3002\u4e3a\u4e86\u786e\u4fdd\u8bc4\u6d4b\u7ed3\u679c\u7684\u53ef\u9760\u6027\uff0c\u6211\u4eec\u4e0e\u771f\u5b9e\u4eba\u7c7b\u6253\u5206\u7ed3\u679c\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u5bf9\u7167\uff0c\u529b\u6c42\u8ba9\u81ea\u52a8\u8bc4\u6d4b\u4e0e\u4eba\u7684\u76f4\u89c9\u5224\u65ad\u4fdd\u6301\u4e00\u81f4\u3002<\/section>\n<ul>\n<li>\n<p>\u5206\u5c42\u4e0e\u89e3\u8026\u7684 18 \u4e2a\u8bc4\u6d4b\u7ef4\u5ea6<\/p>\n<\/li>\n<li>\n<p>\u5f00\u6e90 Prompt List \u4f53\u7cfb<\/p>\n<\/li>\n<li>\n<p>\u4e0e\u4eba\u7c7b\u89c2\u611f\u5bf9\u9f50\u7684\u81ea\u52a8\u8bc4\u6d4b<\/p>\n<\/li>\n<li>\n<p>\u591a\u89c6\u89d2\u89c2\u5bdf\u52a9\u529b\u4e0b\u4e00\u4ee3\u89c6\u9891\u751f\u6210<\/p>\n<\/li>\n<\/ul>\n<section>\u5728\u4e0b\u9762\u8fd9\u4e9b\u5e38\u88ab\u7f51\u53cb\u5410\u69fd\u7684\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u5f80\u5f80\u66b4\u9732\u4e86\u7f3a\u4e4f\u300c\u5185\u5728\u771f\u5b9e\u5ea6\u300d\u7684\u77ed\u677f\u3002VBench-2.0 \u80fd\u7cfb\u7edf\u5730\u8bc4\u5224\u8fd9\u4e9b\u4e00\u76f4\u88ab\u7f51\u53cb\u8bdf\u75c5\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u7f3a\u9677\uff0c\u800c\u4e14\u5f88\u51c6\u54e6\uff01<a href=\"https:\/\/mp.weixin.qq.com\/s\/9BPatTiv4e5n_y7lfYCssQ\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c831c697a93761a9399727093f259a66.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c831c697a93761a9399727093f259a66.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/9BPatTiv4e5n_y7lfYCssQ\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3ec79621a97f47371445070ee1f51ae9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3ec79621a97f47371445070ee1f51ae9.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/9BPatTiv4e5n_y7lfYCssQ\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-61d93909f04020f10eeb8755db8cead2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-61d93909f04020f10eeb8755db8cead2.png\"><\/a><\/a><\/section>\n<section><strong>VBench \u8bc4\u6d4b\u4f53\u7cfb\uff1a\u53cc\u5251\u5408\u74a7\uff0c\u8986\u76d6\u66f4\u5168\u9762<\/strong><\/section>\n<ul>\n<li>\n<p><strong>VBench-1.0<\/strong>\uff1a\u9002\u7528\u4e8e\u8bc4\u4f30\u89c6\u9891\u751f\u6210\u7684\u300c\u8868\u9762\u771f\u5b9e\u6027\u300d\uff0c\u5982\u89c6\u89c9\u8d28\u91cf\u3001\u6587\u672c\u5339\u914d\u4e0e\u6574\u4f53\u6d41\u7545\u5ea6\u7b49\u3002\u5728\u73b0\u9636\u6bb5\u4e3a\u5404\u5bb6\u6a21\u578b\u7684\u8fdb\u6b65\u63d0\u4f9b\u4e86\u5f3a\u529b\u652f\u6301\u3002<\/p>\n<\/li>\n<li>\n<p><strong>VBench-2.0<\/strong>\uff1a\u5728\u4fdd\u7559 VBench-1.0 \u4f18\u52bf\u7684\u540c\u65f6\uff0c\u8fdb\u4e00\u6b65\u805a\u7126\u89c6\u9891\u7684\u300c\u5185\u5728\u771f\u5b9e\u6027\u300d\u3002\u5f53\u6211\u4eec\u60f3\u771f\u6b63\u5224\u65ad\u4e00\u4e2a\u6a21\u578b\u6709\u6ca1\u6709\u300c\u4e16\u754c\u6a21\u578b\u300d\uff0c\u80fd\u5426\u7528\u5728\u66f4\u6df1\u5c42\u6b21\u7684\u521b\u4f5c\u548c\u5e94\u7528\u573a\u666f\u65f6\uff0cVBench-2.0 \u7684\u8bc4\u6d4b\u5c31\u5c24\u4e3a\u5173\u952e\u3002<\/p>\n<\/li>\n<\/ul>\n<section>\u6211\u4eec\u5efa\u8bae\u7814\u7a76\u8005\u540c\u65f6\u4f7f\u7528\u00a0<strong>VBench-1.0\u00a0<\/strong>\u4e0e\u00a0<strong>VBench-2<\/strong><strong>.0 \u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30<\/strong>\uff1a\u524d\u8005\u80fd\u76f4\u89c2\u5730\u8861\u91cf\u89c6\u9891\u7684\u89c6\u89c9\u6548\u679c\u548c\u57fa\u7840\u4e00\u81f4\u6027\uff0c\u540e\u8005\u5219\u6df1\u5165\u63a2\u8ba8\u6a21\u578b\u5728\u7269\u7406\u3001\u5e38\u8bc6\u3001\u590d\u6742\u884c\u4e3a\u7b49\u9886\u57df\u7684\u8868\u73b0\uff0c\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u6a21\u578b\u7684\u5b9e\u9645\u6f5c\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u73b0\u6709\u6a21\u578b\u8868\u73b0\uff1a\u5f00\u6e90\u4e0e\u95ed\u6e90\uff0c\u7686\u6709\u4eae\u70b9<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8d031adeb51a1abf4d62dd57cf38ef7d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8d031adeb51a1abf4d62dd57cf38ef7d.png\"><\/a><\/section>\n<section><em><sup>\u5404\u5bb6 AI \u89c6\u9891\u751f\u6210\u6a21\u578b\u5728 VBench-2.0 \u4e0a\u7684\u8868\u73b0\u3002\u5728\u96f7\u8fbe\u56fe\u4e2d\uff0c\u4e3a\u4e86\u66f4\u6e05\u6670\u5730\u53ef\u89c6\u5316\u6bd4\u8f83\uff0c\u6211\u4eec\u5c06\u6bcf\u4e2a\u7ef4\u5ea6\u7684\u8bc4\u6d4b\u7ed3\u679c\u5f52\u4e00\u5316\u5230\u4e86 0.3 \u4e0e 0.8 \u4e4b\u95f4\u3002<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0cdfef3a45f1118773593efa682429a1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0cdfef3a45f1118773593efa682429a1.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u5404\u5bb6AI \u89c6\u9891\u751f\u6210\u6a21\u578b\u5728 VBench-2.0 \u4e0a\u7684\u8868\u73b0\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5728 VBench-2.0 \u7684\u300c\u5185\u5728\u771f\u5b9e\u6027\u300d\u8bc4\u6d4b\u4e2d\uff0c\u5e76\u672a\u51fa\u73b0\u660e\u663e\u7684\u300c\u5f00\u6e90\u6216\u95ed\u6e90\u5373\u5360\u7edd\u5bf9\u4f18\u52bf\u300d\u7684\u73b0\u8c61\u3002\u5f88\u591a\u793e\u533a\u5f00\u6e90\u9879\u76ee\u5728\u590d\u6742\u573a\u666f\u4e2d\u8868\u73b0\u5f97\u5e76\u4e0d\u6bd4\u5546\u7528\u95ed\u6e90\u6a21\u578b\u5dee\uff0c\u8bf4\u660e\u6280\u672f\u8fdb\u6b65\u4f9d\u8d56\u793e\u533a\u5171\u5efa\u662f\u5b8c\u5168\u53ef\u884c\u7684\u3002<\/section>\n<section><\/section>\n<section><strong>\u5168\u9762\u5f00\u6e90\uff0c\u6b22\u8fce\u52a0\u5165\u793e\u533a\uff0c\u5171\u540c\u63a8\u52a8\u89c6\u9891\u751f\u6210\u65b0\u672a\u6765<\/strong><\/section>\n<section><\/section>\n<section>VBench-2.0 \u5df2\u5168\u9762\u5f00\u6e90\uff0c\u8ba9\u4f60\u53ef\u4ee5\u8f7b\u677e\u6d4b\u8bd5\u5e76\u5bf9\u6bd4\u611f\u5174\u8da3\u7684\u6a21\u578b\u3002\u6211\u4eec\u4e5f\u975e\u5e38\u671f\u5f85\u4f60\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\u7684\u53cd\u9988\u4e0e\u5efa\u8bae\uff0c\u5171\u540c\u52a9\u529b AI \u89c6\u9891\u751f\u6210\u751f\u6001\u7684\u6210\u957f\u548c\u8fdb\u5316\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u4e5f\u5f00\u6e90\u4e86\u4e00\u7cfb\u5217 Prompt List\uff1ahttps:\/\/github.com\/Vchitect\/VBench\/tree\/master\/VBench-2.0\/prompts<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ba6319172782a3542ac1a75fca0f13cd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ba6319172782a3542ac1a75fca0f13cd.png\"><\/a><\/section>\n<section>\u5de6\u8fb9\u8bcd\u4e91\u5c55\u793a\u4e86\u6211\u4eec Prompt Suites \u7684\u9ad8\u9891\u8bcd\u5206\u5e03\uff0c\u53f3\u56fe\u5c55\u793a\u4e86\u4e0d\u540c\u7ef4\u5ea6\u7684 prompt \u6570\u91cf\u7edf\u8ba1\u3002\u65e0\u8bba\u4f60\u662f\u6a21\u578b\u7814\u53d1\u8005\u3001\u5e94\u7528\u5f00\u53d1\u8005\uff0c\u6216\u5bf9\u524d\u6cbf\u6280\u672f\u611f\u5174\u8da3\u7684\u7231\u597d\u8005\uff0c\u90fd\u6b22\u8fce\u52a0\u5165\u6211\u4eec\u7684\u884c\u5217\uff0c\u643a\u624b\u63a2\u7d22\u89c6\u9891\u751f\u6210\u4ece\u300c\u770b\u8d77\u6765\u5f88\u771f\u300d\u5230\u300c\u672c\u8d28\u4e0a\u771f\u300d\u7684\u7cbe\u5f69\u8fdb\u5316\u3002\u8ba9\u6211\u4eec\u4e00\u8d77\uff0c\u8ba9\u4e0b\u4e00\u4ee3\u89c6\u9891\u751f\u6210\u6a21\u578b\u66f4\u5177\u60f3\u8c61\u529b\uff0c\u4e5f\u66f4\u8d34\u8fd1\u771f\u5b9e\u4e16\u754c\uff01<\/section>\n<section><\/section>\n<section><strong>VBench-2.0 \u51c6\u4e0d\u51c6\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u6bcf\u4e2a\u7ef4\u5ea6\uff0c\u6211\u4eec\u8ba1\u7b97\u4e86 VBench-2.0 \u8bc4\u6d4b\u7ed3\u679c\u4e0e\u4eba\u5de5\u8bc4\u6d4b\u7ed3\u679c\u4e4b\u95f4\u7684\u76f8\u5173\u5ea6\uff0c\u8fdb\u800c\u9a8c\u8bc1\u6211\u4eec\u65b9\u6cd5\u4e0e\u4eba\u7c7b\u89c2\u611f\u7684\u4e00\u81f4\u6027\u3002<\/section>\n<section><\/section>\n<section>\u4e0b\u56fe\u4e2d\uff0c\u6a2a\u8f74\u4ee3\u8868\u4e0d\u540c\u7ef4\u5ea6\u7684\u4eba\u5de5\u8bc4\u6d4b\u7ed3\u679c\uff0c\u7eb5\u8f74\u5219\u5c55\u793a\u4e86 VBench-2.0 \u65b9\u6cd5\u81ea\u52a8\u8bc4\u6d4b\u7684\u7ed3\u679c\uff0c\u53ef\u4ee5\u770b\u5230\u6211\u4eec\u65b9\u6cd5\u5728\u5404\u4e2a\u7ef4\u5ea6\u90fd\u4e0e\u4eba\u7c7b\u611f\u77e5\u9ad8\u5ea6\u5bf9\u9f50\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7dbb412c64312170f0c97abce23908b2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7dbb412c64312170f0c97abce23908b2.png\"><\/a><\/section>\n<section><strong>\u5e26\u7ed9\u89c6\u9891\u751f\u6210\u7684\u66f4\u591a\u601d\u8003<\/strong><\/section>\n<section><\/section>\n<section>VBench-2.0 \u4e0d\u4ec5\u53ef\u4ee5\u5bf9\u73b0\u6709\u6a21\u578b\u8fdb\u884c\u8bc4\u6d4b\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8fd8\u53ef\u4ee5\u53d1\u73b0\u4e0d\u540c\u6a21\u578b\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u5404\u79cd\u95ee\u9898\uff0c\u4e3a\u4e0b\u4e00\u4ee3\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u53d1\u5c55\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u6d1e\u89c1\u3002<\/section>\n<section><\/section>\n<section><strong>\u4e0d\u540c\u9700\u6c42\uff0c\u9009\u7528\u4e0d\u540c\u6a21\u578b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<ul>\n<li>\n<section>\u6bd4\u8f83\u5929\u9a6c\u884c\u7a7a\u7684\u521b\u610f\u6027\u7684\u751f\u6210\uff1a<strong>Sora<\/strong><\/section>\n<\/li>\n<li>\n<section>\u60f3\u8981\u751f\u6210\u4eba\u76f8\u5173\u7684\u8fd0\u52a8\u955c\u5934\uff1a<strong>HunyuanVideo \u6216\u8005 Kling 1.6<\/strong><\/section>\n<\/li>\n<li>\n<section>\u60f3\u8981\u5b9e\u73b0\u7cbe\u786e\u7684\u76f8\u673a\u63a7\u5236\uff1a<strong>Kling 1.6<\/strong><\/section>\n<\/li>\n<li>\n<section>\u60f3\u8981\u751f\u6210\u4e25\u683c\u9075\u4ece\u6587\u672c\u6307\u793a\u7684\u89c6\u9891\uff1a<strong>CogVideoX-1.5<\/strong><\/section>\n<\/li>\n<li>\n<section>\u60f3\u8981\u6a21\u62df\u57fa\u7840\u7684\u7269\u7406\u5b9a\u5f8b\uff1a<strong>CogVideoX-1.5<\/strong><\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4f1a\u6709\u5168\u80fd\u6a21\u578b\u51fa\u73b0\u5417\uff1f\u8e72\u5b88\u4e00\u6ce2 2025 \u4e0e 2026 \u5e74\u7684\u53d1\u5c55\u3002<\/section>\n<section><\/section>\n<section><strong>\u57fa\u7840\u52a8\u4f5c\u548c\u5c5e\u6027\u53d8\u5316\u4ecd\u662f\u77ed\u677f<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u6211\u4eec\u53d1\u73b0\u5728\u975e\u5e38\u7b80\u5355\u7684\u4f4d\u7f6e\u79fb\u52a8\u6216\u8005\u5c5e\u6027\u53d8\u5316\u4e0a\uff0c\u6240\u6709\u6a21\u578b\u7684\u6548\u679c\u90fd\u4e0d\u597d\uff0c\u8fd9\u8bf4\u660e\u73b0\u5728\u7684\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u4e2d\u5e76\u6ca1\u6709\u663e\u5f0f\u5305\u62ec\u4f4d\u7f6e\u3001\u5c5e\u6027\u53d8\u5316\u8fd9\u4e00\u7c7b\u7684\u6587\u672c\u3002\u8fd9\u53ef\u80fd\u662f video caption \u6a21\u578b\u80fd\u529b\u4e0a\u7684\u7f3a\u9677\u3002<\/section>\n<section><\/section>\n<section>\u53ef\u80fd\u7684\u89e3\u51b3\u529e\u6cd5\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7528\u63d0\u793a\u8bcd\u6216\u8005 In-context \u5b66\u4e60\u7684\u8303\u5f0f\u6765\u63d0\u793a video caption \u6a21\u578b<\/section>\n<\/li>\n<li>\n<section>\u4eba\u5de5\u6dfb\u52a0\u90e8\u5206\u8be5\u7c7b\u578b\u6587\u672c\u6570\u636e<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u6545\u4e8b\u7ea7\u957f\u6587\u672c\u5f15\u5bfc\u751f\u6210\u6709\u5f85\u7a81\u7834<\/strong><\/section>\n<section><\/section>\n<section>\u73b0\u5728\u4e3b\u6d41\u89c6\u9891\u751f\u6210\u65f6\u957f\u666e\u904d\u53ea\u6709\u51e0\u79d2\uff0c\u4f46\u672a\u6765\u5728\u7535\u5f71\u3001\u52a8\u753b\u7b49\u66f4\u957f\u573a\u666f\u4e2d\uff0c\u5982\u4f55\u4fdd\u6301\u5267\u60c5\u8fde\u8d2f\u4ecd\u662f\u91cd\u5927\u6311\u6218\u3002<\/section>\n<section><\/section>\n<section>\u73b0\u5728\u7684\u6a21\u578b\u90fd\u8fd8\u4e0d\u652f\u6491\u6545\u4e8b\u7ea7\u522b\uff085 \u4e2a\u8fde\u7eed\u7684\u5c0f\u60c5\u8282\uff09\u7684\u89c6\u9891\u751f\u6210\uff0c\u5176\u4e2d\u6700\u4e3b\u8981\u7684\u539f\u56e0\u662f\u73b0\u5728\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u65f6\u957f\u90fd\u8fd8\u5728 5-10 \u79d2\u8fd9\u4e2a\u7ea7\u522b\uff0c\u8fd8\u8fdc\u8fdc\u6ca1\u6709\u5230\u8003\u8651\u5206\u949f\u7ea7\u522b\u7684\u6545\u4e8b\u53d9\u8ff0\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u5c06\u662f\u672a\u6765\u5185\u5bb9\u3001\u7535\u5f71\u521b\u4f5c\u4e2d\u975e\u5e38\u91cd\u8981\u7684\u4e00\u4e2a\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u5e73\u8861\u6587\u672c\u4f18\u5316\u5668\uff08Prompt Refiner\uff09\u4e0e\u521b\u9020\u529b<\/strong><\/section>\n<section><strong><br 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\/><\/strong><\/section>\n<section>\u6709\u4e9b\u6a21\u578b\u7684 Demo \u867d\u7136\u70ab\u9177\uff0c\u4f46\u5728\u7269\u7406\u3001\u903b\u8f91\u63a8\u65ad\u6216\u53d9\u4e8b\u6027\u4e0a\u4ecd\u6709\u4e0d\u8db3\u3002\u6b63\u5982 VBench-2.0 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CogVideoX \u5728 VBench \u4e2d\u7684\u89c6\u9891\u8d28\u91cf\u5f97\u5206\u4e0d\u7b97\u6700\u9ad8\uff0c\u89c6\u89c9\u4f53\u9a8c\u53ef\u80fd\u4e5f\u4e0d\u5982\u6700\u8fd1\u4e00\u4e24\u4e2a\u6708\u65b0\u51fa\u7684\u6700\u5f3a\u6a21\u578b\uff0c\u4f46\u5728 VBench-2.0 \u7684\u8bb8\u591a\u5173\u6ce8<strong>\u5185\u5728\u771f\u5b9e\u6027\uff08Intrinsic Faithfulness\uff09<\/strong>\u7684\u7ef4\u5ea6\u4e0a\u8868\u73b0\u826f\u597d\u3002<\/section>\n<section><\/section>\n<section>\u7531\u6b64\u53ef\u89c1\uff0c\u60f3\u8981\u771f\u6b63\u8bc4\u4f30\u4e00\u4e2a\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u5168\u65b9\u4f4d\u80fd\u529b\u548c\u6f5c\u529b\uff0c\u5355\u770b Demo \u8fdc\u8fdc\u4e0d\u591f\u3002VBench-2.0 \u5f15\u5bfc\u6211\u4eec\u4ece\u66f4\u5168\u9762\u7684\u89d2\u5ea6\u6765\u8ba4\u8bc6\u4e0e\u8861\u91cf\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section><strong>\u8fdb\u4e00\u6b65\u4e86\u89e3<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u8bda\u631a\u9080\u8bf7\u6240\u6709\u5bf9\u89c6\u9891\u751f\u6210\u9886\u57df\u611f\u5174\u8da3\u7684\u7814\u7a76\u8005\u4e0e\u5f00\u53d1\u8005\u5171\u540c\u53c2\u4e0e VBench \u4f53\u7cfb\u7684\u8bc4\u6d4b\uff08VBench-1.0 \u548c VBench-2.0\uff09\uff0c\u4e00\u8d77\u63a2\u7d22\u89c6\u9891\u751f\u6210\u4ece\u300c\u770b\u8d77\u6765\u5f88\u771f\u300d\u5230\u300c\u672c\u8d28\u4e0a\u771f\u300d\u7684\u8de8\u8d8a\u3002\u8ba9\u6211\u4eec\u643a\u624b\u63a8\u52a8\u4e0b\u4e00\u4ee3\u89c6\u9891\u751f\u6210\u6a21\u578b\u5728\u8868\u9762\u4e0e\u5185\u6838\u4e0a\u540c\u65f6\u8fdb\u5316\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-28-9\" target=\"_blank\">VBench-2.0\uff1a\u9762\u5411\u89c6\u9891\u751f\u6210\u65b0\u4e16\u4ee3\u7684\u8bc4\u6d4b\u6846\u67b6<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:VBench-2.0\uff1a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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