{"id":5032,"date":"2024-11-08T18:36:51","date_gmt":"2024-11-08T10:36:51","guid":{"rendered":"https:\/\/nullthought.net\/?p=5032"},"modified":"2025-10-07T15:48:08","modified_gmt":"2025-10-07T07:48:08","slug":"%e7%89%a9%e7%90%86%e6%b3%95%e5%88%99%e8%a7%86%e8%a7%92%e7%9a%84%e8%a7%86%e9%a2%91%e7%94%9f%e5%ad%98","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=5032","title":{"rendered":"\u7269\u7406\u6cd5\u5219\u89c6\u89d2\u7684\u89c6\u9891\u751f\u6210"},"content":{"rendered":"\n<p>\u8bba\u6587<strong><a href=\"https:\/\/arxiv.org\/abs\/2411.02385\" target=\"_blank\" rel=\"noreferrer noopener\">How Far is Video Generation from World Model: A Physical Law Perspective<\/a><\/strong>\uff08\u300a\u89c6\u9891\u751f\u6210\u8ddd\u79bb\u4e16\u754c\u6a21\u578b\u6709\u591a\u8fdc\uff1a\u7269\u7406\u6cd5\u5219\u7684\u89c6\u89d2\u300b\uff09\u4ece\u7269\u7406\u6cd5\u5219\u7684\u89d2\u5ea6\uff0c\u7cfb\u7edf\u6027\u5730\u63a2\u8ba8\u4e86\u89c6\u9891\u751f\u6210\u6a21\u578b\u5728\u5b66\u4e60\u7269\u7406\u89c4\u5f8b\u65b9\u9762\u7684\u80fd\u529b\u548c\u5c40\u9650\u6027\u3002\u7814\u7a76\u76ee\u6807\u662f\u8bc4\u4f30\u6269\u5c55\u6a21\u578b\u89c4\u6a21\u548c\u6570\u636e\u91cf\u662f\u5426\u8db3\u4ee5\u8ba9\u6a21\u578b\u901a\u8fc7\u89c6\u9891\u89c2\u5bdf\u81ea\u52a8\u53d1\u73b0\u548c\u638c\u63e1\u7269\u7406\u6cd5\u5219\uff0c\u7279\u522b\u662f\u5728\u5206\u5e03\u5185\uff08ID\uff09\u3001\u5206\u5e03\u5916\uff08OOD\uff09\u4ee5\u53ca\u7ec4\u5408\u5f0f\u6cdb\u5316\uff08Combinatorial Generalization\uff09\u4e09\u79cd\u573a\u666f\u4e2d\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n<p>\u8bba\u6587\u4f5c\u8005\u4e3aBingyi Kang\uff08\u5eb7\uff09, Yang Yue, Rui Lu, Zhijie Lin, Yang Zhao, Kaixin Wang, Gao Huang, Jiashi Feng\uff0c\u6765\u81eaBytedance Research\uff08\u5b57\u8282\u8df3\u52a8\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\uff09\uff0cTsinghua University\u548cTechnion\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"491\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/image-8-1024x491.png\" alt=\"\" class=\"wp-image-5033\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/image-8-1024x491.png 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/image-8-300x144.png 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/image-8-768x368.png 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/image-8-1536x737.png 1536w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/11\/image-8.png 1797w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong><a href=\"https:\/\/phyworld.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">How Far is Video Generation from World Model: A Physical Law Perspective<\/a><\/strong><\/figcaption><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\">1. \u80cc\u666f\u4e0e\u7814\u7a76\u52a8\u673a<\/h5>\n\n\n\n<p>\u8bba\u6587\u9996\u5148\u8ba8\u8bba\u4e86\u4e16\u754c\u6a21\u578b\uff08World Model\uff09\u7684\u6982\u5ff5\uff0c\u8fd9\u79cd\u6a21\u578b\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u673a\u5668\u4eba\u548c\u81ea\u52a8\u9a7e\u9a76\u7b49\u9886\u57df\uff0c\u7528\u6765\u751f\u6210\u903c\u771f\u7684\u6570\u636e\u548c\u7cbe\u786e\u7684\u6a21\u62df\u3002\u867d\u7136\u5f00\u653eAI\u7684Sora\u89c6\u9891\u751f\u6210\u6a21\u578b\u5c55\u793a\u4e86\u4f18\u79c0\u7684\u751f\u6210\u80fd\u529b\uff0c\u4f46\u5176\u662f\u5426\u80fd\u591f\u4ec5\u51ed\u89c6\u89c9\u6570\u636e\u53d1\u73b0\u7269\u7406\u89c4\u5f8b\u4ecd\u662f\u4e2a\u60ac\u800c\u672a\u51b3\u7684\u95ee\u9898\u3002\u8bba\u6587\u65e8\u5728\u901a\u8fc7\u5b9e\u9a8c\u8bc4\u4f30\u89c6\u9891\u751f\u6210\u6a21\u578b\u662f\u5426\u5177\u5907\u63ed\u793a\u7269\u7406\u6cd5\u5219\u7684\u80fd\u529b\uff0c\u5e76\u7814\u7a76\u5176\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">2. \u7814\u7a76\u65b9\u6cd5<\/h5>\n\n\n\n<p>\u7814\u7a76\u4e2d\uff0c\u4f5c\u8005\u5f00\u53d1\u4e86\u4e00\u4e2a\u4e8c\u7ef4\u4eff\u771f\u6d4b\u8bd5\u5e73\u53f0\uff0c\u7528\u6765\u6a21\u62df\u7269\u4f53\u7684\u8fd0\u52a8\u548c\u78b0\u649e\uff0c\u5e76\u901a\u8fc7\u89c6\u9891\u751f\u6210\u6a21\u578b\u6765\u9884\u6d4b\u7269\u4f53\u7684\u672a\u6765\u72b6\u6001\u3002\u5b9e\u9a8c\u4e3b\u8981\u805a\u7126\u4e8e\u4e09\u79cd\u573a\u666f\uff1a\u5206\u5e03\u5185\u6cdb\u5316\u3001\u5206\u5e03\u5916\u6cdb\u5316\u548c\u7ec4\u5408\u5f0f\u6cdb\u5316\uff0c\u91c7\u7528\u7684\u662f\u6269\u5c55\u7684\u6570\u636e\u548c\u6a21\u578b\u89c4\u6a21\u7684\u5b9e\u9a8c\u8bbe\u7f6e\uff0c\u4ee5\u5206\u6790\u5176\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u5b9e\u9a8c\u4e2d\uff0c\u4f5c\u8005\u9009\u62e9\u4e86\u4e09\u79cd\u7ecf\u5178\u7684\u7269\u7406\u573a\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5300\u901f\u76f4\u7ebf\u8fd0\u52a8<\/strong>\uff1a\u4e00\u4e2a\u5c0f\u7403\u4ee5\u6052\u5b9a\u901f\u5ea6\u6c34\u5e73\u79fb\u52a8\uff0c\u9075\u5faa\u60ef\u6027\u5b9a\u5f8b\u3002<\/li>\n\n\n\n<li><strong>\u5b8c\u5168\u5f39\u6027\u78b0\u649e<\/strong>\uff1a\u4e24\u4e2a\u4e0d\u540c\u5927\u5c0f\u548c\u901f\u5ea6\u7684\u5c0f\u7403\u76f8\u5411\u8fd0\u52a8\u5e76\u53d1\u751f\u78b0\u649e\uff0c\u9075\u5faa\u52a8\u91cf\u548c\u80fd\u91cf\u5b88\u6052\u5b9a\u5f8b\u3002<\/li>\n\n\n\n<li><strong>\u629b\u7269\u7ebf\u8fd0\u52a8<\/strong>\uff1a\u4e00\u4e2a\u5c0f\u7403\u5728\u521d\u901f\u5ea6\u4f5c\u7528\u4e0b\u8fdb\u884c\u81ea\u7531\u843d\u4f53\uff0c\u9075\u5faa\u725b\u987f\u7b2c\u4e8c\u5b9a\u5f8b\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">3. \u6a21\u578b\u67b6\u6784\u4e0e\u8bad\u7ec3<\/h5>\n\n\n\n<p>\u7814\u7a76\u4e2d\uff0c\u89c6\u9891\u751f\u6210\u6a21\u578b\u91c7\u7528\u4e86\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff08VAE\uff09\u7ed3\u5408\u6269\u6563\u6a21\u578b\uff08<a href=\"https:\/\/nullthought.net\/?p=6239\" target=\"_blank\" rel=\"noreferrer noopener\">Diffusion Transformer, DiT<\/a>\uff09\u7684\u67b6\u6784\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>VAE\u6a21\u578b<\/strong>\uff1a\u901a\u8fc7(2+1)D\u7684VAE\u5c06\u89c6\u9891\u7f16\u7801\u5230\u6f5c\u5728\u7a7a\u95f4\u4e2d\uff0c\u7528\u4ee5\u538b\u7f29\u89c6\u9891\u7684\u65f6\u7a7a\u7279\u5f81\uff0c\u540c\u65f6\u4fdd\u7559\u8fd0\u52a8\u5efa\u6a21\u80fd\u529b\u3002\u9884\u8bad\u7ec3VAE\u7684\u76ee\u7684\u662f\u786e\u4fdd\u5bf9\u7269\u7406\u4e8b\u4ef6\u89c6\u9891\u7684\u9ad8\u6548\u7f16\u7801\u3002<\/li>\n\n\n\n<li><strong>\u6269\u6563\u6a21\u578b<\/strong>\uff1a\u4f7f\u7528\u81ea\u6ce8\u610f\u529b\u673a\u5236\u5bf9\u89c6\u9891\u7f16\u7801\u540e\u7684\u6f5c\u5728\u7a7a\u95f4\u8fdb\u884c\u5efa\u6a21\uff0c\u8bad\u7ec3\u65f6\u6761\u4ef6\u5316\u5728\u89c6\u9891\u7684\u524d\u51e0\u5e27\uff0c\u5e76\u4f7f\u7528\u4e00\u79cd3D\u4f4d\u7f6e\u5d4c\u5165\u65b9\u5f0f\u5904\u7406\u65f6\u7a7a\u7279\u5f81\u3002\u6a21\u578b\u91c7\u7528\u4e86\u4e00\u79cd\u57fa\u4e8e\u6761\u4ef6\u5e27\u7684\u63a9\u7801\u673a\u5236\u4ee5\u9002\u5e94\u7269\u7406\u4e8b\u4ef6\u7684\u5efa\u6a21\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">4. \u6cdb\u5316\u80fd\u529b\u7684\u5b9e\u9a8c\u7ed3\u679c<\/h5>\n\n\n\n<p>\u8bba\u6587\u8be6\u7ec6\u8ba8\u8bba\u4e86\u6269\u5c55\u6570\u636e\u91cf\u548c\u6a21\u578b\u89c4\u6a21\u5bf9\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u7684\u5f71\u54cd\uff0c\u6db5\u76d6\u4e86\u5206\u5e03\u5185\u548c\u5206\u5e03\u5916\u4e24\u79cd\u6cdb\u5316\u573a\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5206\u5e03\u5185\u6cdb\u5316\uff08ID\uff09<\/strong>\uff1a\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u968f\u7740\u6a21\u578b\u89c4\u6a21\uff08\u5982\u4eceDiT-S\u5230DiT-L\uff09\u548c\u6570\u636e\u91cf\uff08\u4ece3\u4e07\u5230300\u4e07\u6837\u672c\uff09\u7684\u589e\u52a0\uff0c\u6a21\u578b\u7684\u5206\u5e03\u5185\u6cdb\u5316\u80fd\u529b\u663e\u8457\u63d0\u5347\u3002\u4f8b\u5982\uff0c\u5728\u5300\u901f\u76f4\u7ebf\u8fd0\u52a8\u4efb\u52a1\u4e2d\uff0c\u968f\u7740\u6a21\u578b\u548c\u6570\u636e\u7684\u6269\u5c55\uff0c\u901f\u5ea6\u8bef\u5dee\u9010\u6e10\u51cf\u5c0f\uff0c\u63a5\u8fd1\u771f\u5b9e\u6570\u636e\u7684\u8bef\u5dee\uff0c\u8fd9\u8868\u660e\u5728\u76f8\u540c\u5206\u5e03\u7684\u6570\u636e\u4e0a\u6269\u5c55\u6a21\u578b\u662f\u6709\u6548\u7684\u3002<\/li>\n\n\n\n<li><strong>\u5206\u5e03\u5916\u6cdb\u5316\uff08OOD\uff09<\/strong>\uff1a\u7136\u800c\uff0c\u5206\u5e03\u5916\u6cdb\u5316\u7684\u5b9e\u9a8c\u663e\u793a\uff0c\u6269\u5c55\u6a21\u578b\u89c4\u6a21\u548c\u6570\u636e\u91cf\u5e76\u672a\u663e\u8457\u51cf\u5c11\u5206\u5e03\u5916\u7684\u9884\u6d4b\u8bef\u5dee\u3002\u5728\u5300\u901f\u76f4\u7ebf\u8fd0\u52a8\u4efb\u52a1\u4e2d\uff0c\u5206\u5e03\u5916\u7684\u901f\u5ea6\u8bef\u5dee\u8fdc\u9ad8\u4e8e\u5206\u5e03\u5185\uff0c\u4e14\u968f\u7740\u6570\u636e\u6216\u6a21\u578b\u89c4\u6a21\u7684\u53d8\u5316\uff0c\u8bef\u5dee\u6ce2\u52a8\u8f83\u5927\uff0c\u8868\u73b0\u51fa\u968f\u673a\u6027\u3002\u8fd9\u63ed\u793a\u4e86\u89c6\u9891\u751f\u6210\u6a21\u578b\u5728\u9762\u4e34\u5206\u5e03\u5916\u6570\u636e\u65f6\u7f3a\u4e4f\u63a8\u7406\u80fd\u529b\uff0c\u5c24\u5176\u662f\u5728\u672a\u77e5\u7269\u7406\u60c5\u666f\u4e0b\u65e0\u6cd5\u6709\u6548\u5730\u63a8\u6d4b\u7269\u4f53\u8fd0\u52a8\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">5. \u7ec4\u5408\u5f0f\u6cdb\u5316\u80fd\u529b<\/h5>\n\n\n\n<p>\u4e3a\u4e86\u8bc4\u4f30\u6a21\u578b\u7684\u7ec4\u5408\u5f0f\u6cdb\u5316\u80fd\u529b\uff0c\u4f5c\u8005\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u5305\u542b\u591a\u4e2a\u7269\u4f53\u81ea\u7531\u4e0b\u843d\u548c\u78b0\u649e\u7684\u590d\u6742\u573a\u666f\uff0c\u5e76\u6d4b\u8bd5\u6a21\u578b\u5728\u7ec4\u5408\u4e0d\u540c\u7269\u4f53\u7c7b\u578b\u65f6\u7684\u8868\u73b0\u3002\u5177\u4f53\u5b9e\u9a8c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u751f\u6210<\/strong>\uff1a\u901a\u8fc7PHYRE\u6a21\u62df\u5668\u751f\u6210\u5305\u542b8\u79cd\u7269\u4f53\u7c7b\u578b\u7684\u573a\u666f\uff0c\u8bad\u7ec3\u96c6\u4e2d\u5305\u542b60\u79cd\u7269\u4f53\u7ec4\u5408\uff0c\u6d4b\u8bd5\u96c6\u5219\u5305\u542b10\u79cd\u672a\u89c1\u8fc7\u7684\u7ec4\u5408\u3002\u5b9e\u9a8c\u4e2d\uff0c\u4f7f\u7528\u4e0d\u540c\u6a21\u677f\u751f\u6210\u89c6\u9891\u6765\u8003\u5bdf\u6a21\u578b\u662f\u5426\u80fd\u591f\u6709\u6548\u7ec4\u5408\u5df2\u6709\u7684\u77e5\u8bc6\u3002<\/li>\n\n\n\n<li><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong>\uff1a\u7ed3\u679c\u663e\u793a\uff0c\u968f\u7740\u6570\u636e\u7ec4\u5408\u7684\u591a\u6837\u6027\u589e\u52a0\uff0c\u6a21\u578b\u7684\u7ec4\u5408\u5f0f\u6cdb\u5316\u80fd\u529b\u663e\u8457\u63d0\u5347\u3002\u4f8b\u5982\uff0c\u4eba\u7c7b\u8bc4\u4f30\u7684\u5f02\u5e38\u89c6\u9891\u7387\u4ece67%\u964d\u4f4e\u523010%\u3002\u8fd9\u8868\u660e\u589e\u52a0\u6570\u636e\u8986\u76d6\u8303\u56f4\u6709\u52a9\u4e8e\u63d0\u5347\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u7ec4\u5408\u5f0f\u6cdb\u5316\u80fd\u529b\uff0c\u4f46\u5bf9\u6a21\u578b\u5bb9\u91cf\u548c\u7ec4\u5408\u7a7a\u95f4\u7684\u8986\u76d6\u7a0b\u5ea6\u4e5f\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">6. \u6cdb\u5316\u673a\u5236\u7684\u6df1\u5165\u5206\u6790<\/h5>\n\n\n\n<p>\u8bba\u6587\u8fdb\u4e00\u6b65\u901a\u8fc7\u7cfb\u7edf\u6027\u5b9e\u9a8c\u5206\u6790\u4e86\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u6cdb\u5316\u673a\u5236\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63d2\u503c\u4e0e\u5916\u63a8\u80fd\u529b<\/strong>\uff1a\u901a\u8fc7\u8bbe\u8ba1\u542b\u6709\u901f\u5ea6\u7f3a\u5931\u533a\u95f4\u7684\u6570\u636e\u96c6\uff0c\u7814\u7a76\u4e86\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u7f3a\u5931\u8303\u56f4\u5185\u7684\u8868\u73b0\u3002\u7ed3\u679c\u663e\u793a\uff0c\u6a21\u578b\u5728\u4e2d\u95f4\u7f3a\u5931\u7684\u901f\u5ea6\u533a\u95f4\u5185\u751f\u6210\u7684\u89c6\u9891\u5f80\u5f80\u504f\u5411\u4e8e\u63a5\u8fd1\u8bad\u7ec3\u6570\u636e\u7684\u9ad8\u6216\u4f4e\u901f\u5ea6\uff0c\u8fd9\u8868\u660e\u6a21\u578b\u7684\u63d2\u503c\u80fd\u529b\u6709\u9650\u3002\u6b64\u5916\uff0c\u5f53\u7f3a\u5931\u8303\u56f4\u51cf\u5c0f\u6216\u88ab\u90e8\u5206\u8865\u5168\u65f6\uff0c\u6a21\u578b\u7684\u63d2\u503c\u8868\u73b0\u6709\u6240\u6539\u5584\u3002<\/li>\n\n\n\n<li><strong>\u8bb0\u5fc6\u5316\u6216\u6cdb\u5316<\/strong>\uff1a\u4e3a\u4e86\u9a8c\u8bc1\u6a21\u578b\u662f\u5426\u66f4\u591a\u5730\u4f9d\u8d56\u4e8e\u5bf9\u8bad\u7ec3\u6848\u4f8b\u7684\u8bb0\u5fc6\uff0c\u4f5c\u8005\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u6c34\u5e73\u7ffb\u8f6c\u5b9e\u9a8c\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u6a21\u578b\u5728\u751f\u6210\u65b0\u7684\u4f4e\u901f\u573a\u666f\u65f6\u4f1a\u53c2\u8003\u8bad\u7ec3\u4e2d\u7684\u201c\u6b3a\u9a97\u6027\u201d\u6848\u4f8b\uff0c\u800c\u4e0d\u662f\u62bd\u8c61\u51fa\u666e\u9002\u7684\u7269\u7406\u89c4\u5219\uff0c\u8868\u73b0\u51fa\u201c\u6848\u4f8b\u5f0f\u201d\u7684\u6cdb\u5316\u884c\u4e3a\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">7. \u6570\u636e\u5c5e\u6027\u7684\u4f18\u5148\u7ea7\u5206\u6790<\/h5>\n\n\n\n<p>\u4e3a\u4e86\u7406\u89e3\u89c6\u9891\u751f\u6210\u6a21\u578b\u5728\u6cdb\u5316\u8fc7\u7a0b\u4e2d\u662f\u5982\u4f55\u8fdb\u884c\u6570\u636e\u5339\u914d\u7684\uff0c\u4f5c\u8005\u6bd4\u8f83\u4e86\u989c\u8272\u3001\u5f62\u72b6\u3001\u5927\u5c0f\u548c\u901f\u5ea6\u56db\u4e2a\u5c5e\u6027\u5728\u7ec4\u5408\u5339\u914d\u4e2d\u7684\u4f18\u5148\u7ea7\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u6a21\u578b\u66f4\u503e\u5411\u4e8e\u4f18\u5148\u5339\u914d\u989c\u8272\u548c\u5927\u5c0f\uff0c\u5176\u6b21\u662f\u901f\u5ea6\uff0c\u6700\u4e0d\u4f18\u5148\u8003\u8651\u5f62\u72b6\u3002\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u73b0\u6709\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u5728\u7269\u4f53\u5f62\u72b6\u7684\u4e00\u81f4\u6027\u65b9\u9762\u5b58\u5728\u95ee\u9898\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">8. \u590d\u6742\u7ec4\u5408\u5f0f\u6cdb\u5316<\/h5>\n\n\n\n<p>\u4f5c\u8005\u8fdb\u4e00\u6b65\u7814\u7a76\u4e86\u590d\u6742\u573a\u666f\u4e0b\u7684\u7ec4\u5408\u5f0f\u6cdb\u5316\u80fd\u529b\uff0c\u53d1\u73b0\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u4e09\u79cd\u57fa\u672c\u6a21\u5f0f\u8fdb\u884c\u7ec4\u5408\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5c5e\u6027\u7ec4\u5408<\/strong>\uff1a\u4f8b\u5982\uff0c\u989c\u8272\u4e0e\u5927\u5c0f\u3001\u901f\u5ea6\u4e0e\u5927\u5c0f\u4e4b\u95f4\u7684\u7ec4\u5408\u80fd\u529b\u8f83\u597d\uff0c\u6a21\u578b\u80fd\u591f\u5728\u6d4b\u8bd5\u96c6\u4e0a\u6b63\u786e\u4fdd\u6301\u521d\u59cb\u7684\u5927\u5c0f\u548c\u901f\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u7a7a\u95f4\u7ec4\u5408<\/strong>\uff1a\u8bad\u7ec3\u96c6\u4e2d\u5305\u542b\u4e24\u4e2a\u4e0d\u540c\u7c7b\u578b\u7684\u7269\u7406\u4e8b\u4ef6\uff0c\u4e00\u4e2a\u662f\u84dd\u8272\u65b9\u5757\u7684\u5300\u901f\u8fd0\u52a8\uff0c\u53e6\u4e00\u4e2a\u662f\u7ea2\u7403\u5f39\u8d77\u7684\u573a\u666f\u3002\u6a21\u578b\u5728\u6d4b\u8bd5\u65f6\u80fd\u591f\u6b63\u786e\u751f\u6210\u7ea2\u7403\u53cd\u5f39\u800c\u84dd\u8272\u65b9\u5757\u7ee7\u7eed\u8fd0\u52a8\u7684\u573a\u666f\u3002<\/li>\n\n\n\n<li><strong>\u65f6\u95f4\u7ec4\u5408<\/strong>\uff1a\u6a21\u578b\u80fd\u591f\u5728\u8bad\u7ec3\u96c6\u4e2d\u5b66\u5230\u7684\u4e8b\u4ef6\u7c7b\u578b\u4e0a\u8fdb\u884c\u65f6\u95f4\u987a\u5e8f\u7684\u7ec4\u5408\uff0c\u5982\u5728\u4e24\u4e2a\u7403\u78b0\u649e\u540e\u7ee7\u7eed\u6a21\u62df\u7ea2\u7403\u53cd\u5f39\u7684\u884c\u4e3a\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">9. \u4ec5\u9760\u89c6\u9891\u662f\u5426\u8db3\u591f\uff1f<\/h5>\n\n\n\n<p>\u8bba\u6587\u8fd8\u8ba8\u8bba\u4e86\u4ec5\u901a\u8fc7\u89c6\u89c9\u4fe1\u606f\u662f\u5426\u8db3\u4ee5\u8fdb\u884c\u5b8c\u6574\u7684\u7269\u7406\u5efa\u6a21\u3002\u5b9e\u9a8c\u4e2d\u53d1\u73b0\uff0c\u89c6\u89c9\u4fe1\u606f\u7684\u6a21\u7cca\u6027\u5bfc\u81f4\u4e86\u7269\u7406\u5efa\u6a21\u7684\u663e\u8457\u8bef\u5dee\uff0c\u4f8b\u5982\u5f53\u7269\u4f53\u4e4b\u95f4\u7684\u95f4\u9699\u8f83\u5c0f\u65f6\uff0c\u6a21\u578b\u96be\u4ee5\u51c6\u786e\u5224\u65ad\u5c0f\u7403\u662f\u5426\u80fd\u901a\u8fc7\u7f1d\u9699\u3002\u8fd9\u8868\u660e\u4ec5\u9760\u89c6\u89c9\u8868\u793a\u53ef\u80fd\u4e0d\u8db3\u4ee5\u5b9e\u73b0\u7cbe\u786e\u7684\u7269\u7406\u5efa\u6a21\uff0c\u9700\u8981\u66f4\u4e30\u5bcc\u7684\u611f\u77e5\u4fe1\u606f\u6765\u589e\u5f3a\u6a21\u578b\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">10. 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class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u8bba\u6587Website: <a href=\"https:\/\/phyworld.github.io\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/phyworld.github.io<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bba\u6587How Far is Video Generation from World Model: A Physi 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