{"id":5689,"date":"2024-11-07T03:11:00","date_gmt":"2024-11-06T18:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5689"},"modified":"2024-11-07T03:11:00","modified_gmt":"2024-11-06T18:11:00","slug":"worldsimbench-towards-video-generation-models-as-world-simulators","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5689","title":{"rendered":"WorldSimBench: Towards Video Generation Models as World Simulators"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>WorldSimBench: Towards Video Generation Models as World Simulators\u00a0<\/strong>[79.7]<br>\u6211\u3005\u306f\u3001\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u6a5f\u80fd\u3092\u968e\u5c64\u306b\u5206\u985e\u3057\u3001WorldSimBench\u3068\u547c\u3070\u308c\u308b2\u3064\u306e\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001World Simulator\u306e\u8a55\u4fa1\u306e\u7b2c\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3059\u3002 WorldSimBench\u306b\u306fExplicit Perceptual Evaluation\u3068Implicit Manipulative Evaluation\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002 \u6211\u3005\u306e\u7dcf\u5408\u7684\u306a\u8a55\u4fa1\u306f\u3001\u30d3\u30c7\u30aa\u751f\u6210\u30e2\u30c7\u30eb\u306e\u3055\u3089\u306a\u308b\u9769\u65b0\u3092\u4fc3\u9032\u3059\u308b\u91cd\u8981\u306a\u6d1e\u5bdf\u3092\u4e0e\u3048\u3001World Simulators\u3092\u30a8\u30f3\u30dc\u30c7\u30a3\u3055\u308c\u305f\u4eba\u5de5\u77e5\u80fd\u3078\u306e\u91cd\u8981\u306a\u9032\u6b69\u3068\u4f4d\u7f6e\u3065\u3051\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.18072v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.18072v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 23 Oct 2024 17:56:11 GMT)<\/li>\n\n\n\n<li>\u30d3\u30c7\u30aa\u751f\u6210\u3092\u901a\u3057\u3066\u4e16\u754c\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u304d\u308b\u306e\u3067\u306f\uff1f\u3068\u3044\u3046\u4e3b\u5f35\u304c\u3042\u308b\u304c\u3001\u305d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u3082\u306e\u306b\u3082\u3088\u308b\u304c\u53b3\u3057\u305d\u3046\u306a\u5370\u8c61\u3002\u300cFinally, based on the overall Explicit Perceptual Evaluationand Implicit Manipulative Evaluationresults, we conclude that current video generation models still fail to effectively capture many physical rules, indicating significant improvements are needed before they can function as true World Simulators.\u300d\u3068\u3044\u3046\u8a18\u8f09\u3082\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/iranqin.github.io\/WorldSimBench.github.io\/\">WorldSimBench: Towards Video Generation Models as World Simulators<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[449,517],"class_list":["post-5689","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-world-model","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5689","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5689"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5689\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5689"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5689"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}