{"id":4239,"date":"2024-01-04T06:14:00","date_gmt":"2024-01-03T21:14:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4239"},"modified":"2024-01-04T06:14:00","modified_gmt":"2024-01-03T21:14:00","slug":"q-align","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4239","title":{"rendered":"Q-Align"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels\u00a0<\/strong>[95.4]<br>\u30b9\u30b3\u30a2\u306e\u4ee3\u308f\u308a\u306b\u30c6\u30ad\u30b9\u30c8\u5b9a\u7fa9\u306e\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30ec\u30d9\u30eb\u3092\u6301\u3064\u5927\u898f\u6a21\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ea\u30c6\u30a3\u30e2\u30c7\u30eb(LMM)\u3092\u63d0\u6848\u3059\u308b\u3002 \u63d0\u6848\u3057\u305fQ-Align\u306f\u3001\u753b\u50cf\u54c1\u8cea\u8a55\u4fa1(IQA)\u3001\u753b\u50cf\u7f8e\u5b66\u8a55\u4fa1(IAA)\u3001\u6620\u50cf\u54c1\u8cea\u8a55\u4fa1(VQA)\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u6700\u5148\u7aef\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u9054\u6210\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2312.17090v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2312.17090v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 28 Dec 2023 16:10:25 GMT)<\/li>\n\n\n\n<li>\u54c1\u8cea\u8a55\u4fa1\u306e\u305f\u3081\u306eLarge Multi-modality Model\u3001Stage 1: Training Human Raters\u304b\u3089\u59cb\u307e\u3063\u3066\u3044\u308b\u306e\u304c\u9762\u767d\u3044\u3002\u8907\u6570\u306evisual assessing task\u306b\u304a\u3044\u3066SoTA\u3092\u4e3b\u5f35\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Q-Future\/Q-Align\">Q-Future\/Q-Align: [IQA, IAA, VQA] All-in-one LMM\/MLLM for visual scoring. (github.com)<\/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":[223,524,647],"class_list":["post-4239","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-524","tag-647"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4239","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=4239"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4239\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}