{"id":13825,"date":"2026-10-23T22:46:00","date_gmt":"2026-10-23T14:46:00","guid":{"rendered":"https:\/\/infernews.com\/blog\/shotverse2-0\/"},"modified":"2026-10-23T22:48:51","modified_gmt":"2026-10-23T14:48:51","slug":"shotverse2-0","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/shotverse2-0\/","title":{"rendered":"ShotVerse2.0\uff1a\u8b93\u5f71\u7247\u751f\u6210\u66f4\u6709\u96fb\u5f71\u611f"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/ShotVerse2.0.jpg\" alt=\"FAPL training framework\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u5b57\u751f\u6210\u5f71\u7247\u6642\uff0c\u6a21\u578b\u4e0d\u53ea\u8981\u63cf\u5beb\u773c\u524d\u4e00\u5e55\uff0c\u9084\u8981\u63a8\u65b7\u672a\u63d0\u4f9b\u7684\u6642\u9593\u8b8a\u5316\uff0c\u4e26\u5728\u89d2\u8272\u3001\u5834\u666f\u3001\u52d5\u4f5c\u548c\u93e1\u982d\u4e4b\u9593\u7dad\u6301\u4e00\u81f4\u3002FAPL\uff08Factor-Aware Predictive Learning\uff0c\u56e0\u7d20\u611f\u77e5\u9810\u6e2c\u5b78\u7fd2\uff09\u662f\u4e00\u5957\u8a13\u7df4\u65b9\u6cd5\uff0c\u65e8\u5728\u8b93\u591a\u6a21\u614b\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Multimodal Large Language Model\uff0cMLLM\uff09\u7684\u8868\u793a\u771f\u6b63\u53c3\u8207\u5f71\u7247\u751f\u6210\uff0c\u800c\u975e\u88ab\u89e3\u78bc\u5668\u7e5e\u904e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4ee5 UniVideo \u7684 13B Video DiT \u70ba\u57fa\u790e\uff0c\u4e0d\u6539\u52d5\u6a21\u578b\u67b6\u69cb\uff0c\u800c\u662f\u5206\u4e09\u968e\u6bb5\u8a13\u7df4\uff1a\u5148\u4ee4 DiT \u4ee5 MLLM \u6f5b\u5728\u8868\u793a\u4f5c\u70ba\u5167\u5bb9\u689d\u4ef6\uff0c\u518d\u900f\u904e\u6210\u5c0d\u7684\u56e0\u7d20\u7de8\u8f2f\u8cc7\u6599\uff0c\u6559\u6a21\u578b\u53ea\u6539\u6307\u5b9a\u5167\u5bb9\u3001\u4fdd\u7559\u5176\u4ed6\u56e0\u7d20\uff1b\u6700\u5f8c\u56fa\u5b9a DiT\uff0c\u8a13\u7df4 MLLM \u8207\u9023\u63a5\u5668\uff0c\u8b93\u53ea\u6709\u6587\u5b57\u6216\u6587\u5b57\u52a0\u5b8c\u6574\u5f71\u7247\u7684\u8f38\u5165\u90fd\u80fd\u5c0d\u61c9\u540c\u4e00\u5f71\u7247\u76ee\u6a19\u3002\u9019\u8b93\u65b9\u6cd5\u540c\u6642\u8655\u7406\u6587\u5b57\u63a8\u65b7\u5f71\u7247\u7d30\u7bc0\uff0c\u4ee5\u53ca\u6309\u56e0\u7d20\u9078\u64c7\u6027\u63a7\u5236\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"dad8d8\" data-has-transparency=\"false\" style=\"--dominant-color: #dad8d8;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/shotverse2-0.jpg\" alt=\"\" class=\"wp-image-13829 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/shotverse2-0.jpg 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/shotverse2-0-300x168.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/shotverse2-0-768x429.jpg 768w\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u5831\u544a\u7684\u8a55\u6e2c\u4e2d\uff0cFAPL \u628a Motion Order \u7531 48% \u63d0\u5347\u81f3 61%\uff0c\u2229-Acc \u7531 42% \u63d0\u5347\u81f3 58%\uff0cFaceSim-Arc \u5247\u7531 0.451 \u5347\u81f3 0.523\u3002\u5c55\u793a\u6848\u4f8b\u4ea6\u5448\u73fe\u89d2\u8272\u8863\u7740\u548c\u5916\u89c0\u8f03\u80fd\u7dad\u6301\u4e00\u81f4\uff1b\u4e0d\u904e\uff0c\u9019\u4e9b\u6578\u5b57\u4f86\u81ea\u6307\u5b9a\u8a55\u6e2c\uff0c\u4e0d\u80fd\u76f4\u63a5\u8996\u70ba\u6240\u6709\u63d0\u793a\u8a5e\u6216\u5f71\u7247\u60c5\u5883\u4e0b\u7684\u4fdd\u8b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u8f03\u9069\u5408\u7814\u7a76\u5f71\u7247\u751f\u6210\u3001\u5e0c\u671b\u6539\u5584\u591a\u56e0\u7d20\u63a7\u5236\u7684\u5718\u968a\u53c3\u8003\u3002GitHub \u8cc7\u6599\u6a19\u793a\u7a0b\u5f0f\u78bc\u3001\u6a21\u578b\u6b0a\u91cd\u53ca CineFactor-10K \u8a55\u6e2c\u63d0\u793a\u4ecd\u5f85\u767c\u5e03\uff0c\u56e0\u6b64\u66ab\u672a\u80fd\u6309\u5132\u5b58\u5eab\u63d0\u4f9b\u7684\u8cc7\u6599\u5b89\u88dd\u6216\u91cd\u73fe\u8a13\u7df4\uff1b\u73fe\u968e\u6bb5\u53ef\u5148\u95b1\u8b80\u8ad6\u6587\u53ca\u9805\u76ee\u7db2\u9801\u4e86\u89e3\u65b9\u6cd5\u8207\u793a\u4f8b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5 MLLM \u6f5b\u5728\u8868\u793a\u4f5c\u70ba\u5f71\u7247\u751f\u6210\u7684\u5167\u5bb9\u689d\u4ef6\u3002<\/li>\n\n\n\n<li>\u5206\u958b\u8a13\u7df4\u5167\u5bb9 grounding\u3001\u56e0\u7d20\u63a7\u5236\u8207\u6709\u9650\u8f38\u5165\u9810\u6e2c\u3002<\/li>\n\n\n\n<li>\u53ef\u91dd\u5c0d\u89d2\u8272\u3001\u5834\u666f\u3001\u52d5\u4f5c\u6216\u93e1\u982d\u8b8a\u66f4\uff0c\u540c\u6642\u4fdd\u7559\u5176\u4ed6\u56e0\u7d20\u3002<\/li>\n\n\n\n<li>\u5728\u6240\u5217\u8a55\u6e2c\u4e2d\uff0c\u52d5\u4f5c\u9806\u5e8f\u3001\u56e0\u7d20\u6e96\u78ba\u5ea6\u8207\u4eba\u81c9\u76f8\u4f3c\u5ea6\u5747\u6709\u63d0\u5347\u3002<\/li>\n\n\n\n<li>\u7a0b\u5f0f\u78bc\u3001\u6b0a\u91cd\u548c\u8a55\u6e2c\u63d0\u793a\u5c1a\u672a\u767c\u5e03\uff0c\u73fe\u968e\u6bb5\u7121\u6cd5\u4f9d\u5be6\u9a57\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/shotverse.github.io\/fapl\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Songlin1998\/ShotVerse2.0\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f9e\u6587\u5b57\u751f\u6210\u5f71\u7247\u6642\uff0c\u89d2\u8272\u8863\u7740\u3001\u5834\u666f\u548c\u93e1\u982d\u52d5\u4f5c\u5f80\u5f80\u96e3\u4ee5\u540c\u6642\u7dad\u6301\u4e00\u81f4\u3002FAPL \u8a13\u7df4\u591a\u6a21\u614b\u8a9e\u8a00\u6a21\u578b\u7406\u89e3\u5f71\u7247\u751f\u6210\u6240\u9700\u7684\u6642\u9593\u7dda\u7d22\uff0c\u4e26\u652f\u63f4\u5206\u9805\u63a7\u5236\u3002<\/p>\n","protected":false},"author":8,"featured_media":13824,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,165,172,162,76,119,127,31,161,163,150],"tags":[],"class_list":["post-13825","post","type-post","status-publish","format-standard","hentry","category-133","category-165","category-172","category-ai-productions","category-76","category-119","category-127","category-video","category-161","category-163","category-150"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=13825"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13825\/revisions"}],"predecessor-version":[{"id":13830,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13825\/revisions\/13830"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13824"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}