{"id":10295,"date":"2026-07-17T17:44:20","date_gmt":"2026-07-17T09:44:20","guid":{"rendered":"https:\/\/infernews.com\/blog\/code-for-multiref-compass\/"},"modified":"2026-07-17T17:44:20","modified_gmt":"2026-07-17T09:44:20","slug":"code-for-multiref-compass","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/code-for-multiref-compass\/","title":{"rendered":"MultiRef-Compass\uff1a\u591a\u6a21\u614b\u5f71\u7247\u4e0d\u518d\u5404\u81ea\u70ba\u653f"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/pasted-9edd4f77dcb8.jpg\" alt=\"MultiRef-Compass overview\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u4e00\u6bb5\u751f\u6210\u5f71\u7247\uff0c\u756b\u9762\u53ef\u80fd\u9806\u773c\u3001\u8072\u756b\u537b\u5514\u5c0d\u4f4d\uff1b\u89d2\u8272\u5916\u89c0\u63a5\u8fd1\u53c3\u8003\u5716\uff0c\u6307\u4ee4\u8ddf\u5f9e\u53c8\u672a\u5fc5\u6e96\u3002MultiRef-Compass \u6293\u4f4f\u5462\u7a2e\u5e38\u898b\u843d\u5dee\uff0c\u5b9a\u4f4d\u6210\u4e00\u500b\u958b\u6e90\u8a55\u6e2c\u5de5\u5177\u5305\uff0c\u8655\u7406 multi-reference multimodal video generation \u7684\u6bd4\u8f03\u554f\u984c\uff0c\u91cd\u9ede\u5514\u4fc2\u9010\u689d\u7247\u4eba\u624b\u7747\uff0c\u800c\u4fc2\u7528\u53ef\u91cd\u73fe\u7684\u65b9\u6cd5\u628a\u4e0d\u540c\u6a21\u578b\u653e\u5230\u540c\u4e00\u628a\u5c3a\u4e0a\u91cf\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u7684\u53d6\u5411\u76f8\u7576\u660e\u78ba\uff1a\u504f\u5411\u7814\u7a76\u6bd4\u8f03\uff0c\u800c\u5514\u4fc2\u81e8\u6642\u6aa2\u67e5\u4f5c\u54c1\u3002\u9805\u76ee\u7528\u56fa\u5b9a\u7684 CSV 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media-analysis pipelines\u3001learned quality models\u3001speaker embeddings\uff0c\u4ee5\u53ca multimodal language model judges\uff0c\u6240\u4ee5\u770b\u5230\u7684\u4e0d\u53ea\u662f\u6574\u9ad4\u9ad8\u4f4e\uff0c\u4ef2\u6703\u77e5\u9053\u554f\u984c\u51fa\u5728 anatomy\u3001reference fidelity\u3001voice timbre similarity\uff0c\u5b9a\u4fc2 temporal order\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u7d71\u4e00 schema \u6bd4\u8f03\u4e0d\u540c\u5f71\u7247\u751f\u6210\u6a21\u578b\uff0c\u8f03\u5bb9\u6613\u505a\u6a6b\u5411\u6392\u540d<\/li>\n<li>\u4fdd\u7559 sample-level diagnosis\uff0c\u540c\u6642\u652f\u63f4 model-level ranking<\/li>\n<li>\u652f\u63f4 text\u3001visual-reference\u3001audio-reference \u4e09\u7a2e\u689d\u4ef6\u4e00\u9f4a\u8a55\u6e2c<\/li>\n<li>\u8457\u91cd\u516c\u958b metric taxonomy\uff0c\u540c\u985e\u7814\u7a76\u8f03\u6613\u91cd\u73fe\u7d50\u679c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u8cc7\u8a0a\u672a\u898b\u5230\u5b8c\u6574\u5b89\u88dd\u7d30\u7bc0\uff0c\u4f46\u7406\u89e3\u65b9\u5f0f\u5df2\u5f88\u6e05\u695a\uff1a\u5148\u6e96\u5099\u7b26\u5408\u6b04\u4f4d\u8981\u6c42\u7684 CSV manifest\uff0c\u518d\u6309\u6307\u6a19\u7fa4\u7d44\u8dd1\u8a55\u6e2c\u5f8c\u7aef\u3002\u53d7\u76ca\u6700\u5927\u7684\uff0c\u6703\u662f\u505a\u591a\u6a21\u614b\u5f71\u7247\u751f\u6210\u3001\u8072\u756b\u5c0d\u9f4a\u3001\u89d2\u8272\u4e00\u81f4\u6027\u8207\u6307\u4ee4\u8ddf\u5f9e\u7814\u7a76\u7684\u5718\u968a\u3002\u76f8\u95dc\u80fd\u529b\u570d\u7e5e Visual Quality\u3001Audio Quality\u3001Entity Fidelity\u3001Speech-Lip Synchronization\u3001Voice Timbre Similarity \u7b49\u6307\u6a19\u5c55\u958b\uff1b\u5b83\u672a\u5fc5\u5e6b\u4f60\u76f4\u63a5\u63d0\u5347\u6a21\u578b\u8cea\u7d20\uff0c\u537b\u80fd\u5148\u628a\u6a21\u578b\u5230\u5e95\u5dee\u5728\u54ea\u4e00\u74b0\u8b1b\u6e05\u695a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/zxhhh0201\/MultiRef-Compass\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/teowu\/DOVER\/resolve\/main\/DOVER_plus_plus.pth?download=true\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u505a\u591a\u6a21\u614b\u5f71\u7247\u751f\u6210\uff0c\u6700\u96e3\u5f80\u5f80\u5514\u4fc2\u51fa\u7247\uff0c\u800c\u4fc2\u9ede\u6a23\u516c\u5e73\u6bd4\u8f03\u7d50\u679c\u3002MultiRef-Compass \u628a\u6587\u5b57\u3001\u5f71\u50cf\u53c3\u8003\u540c\u97f3\u8a0a\u53c3\u8003\u653e\u5165\u540c\u4e00\u5957\u8a55\u6e2c\u6d41\u7a0b\u3002<\/p>\n","protected":false},"author":8,"featured_media":10294,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,31,29,131,119,141,128],"tags":[],"class_list":["post-10295","post","type-post","status-publish","format-standard","hentry","category-133","category-video","category-audio","category-embedding","category-119","category-141","category-128"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10295","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=10295"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10295\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10294"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10295"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10295"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}