{"id":5275,"date":"2024-08-15T05:05:00","date_gmt":"2024-08-14T20:05:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5275"},"modified":"2024-08-15T05:05:00","modified_gmt":"2024-08-14T20:05:00","slug":"videoqa-in-the-era-of-llms-an-empirical-study","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5275","title":{"rendered":"VideoQA in the Era of LLMs: An Empirical Study"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>VideoQA in the Era of LLMs: An Empirical Study\u00a0<\/strong>[108.4]<br>Video Large Language Models (Video-LLMs) \u306f\u76db\u3093\u3067\u3042\u308a\u3001\u591a\u304f\u306e\u30d3\u30c7\u30aa\u76f4\u611f\u7684\u306a\u30bf\u30b9\u30af\u3092\u9032\u6b69\u3055\u305b\u3066\u3044\u308b\u3002 \u672c\u7814\u7a76\u306f,\u30d3\u30c7\u30aaQA\u306b\u304a\u3051\u308b\u30d3\u30c7\u30aaLLM\u306e\u884c\u52d5\u306b\u95a2\u3059\u308b\u30bf\u30a4\u30e0\u30ea\u30fc\u304b\u3064\u5305\u62ec\u7684\u306a\u7814\u7a76\u3092\u884c\u3046\u3002 \u5206\u6790\u306e\u7d50\u679c,\u30d3\u30c7\u30aa-LLM\u306f\u30d3\u30c7\u30aaQA\u3067\u512a\u308c\u3066\u304a\u308a,\u6587\u8108\u7684\u624b\u304c\u304b\u308a\u3092\u76f8\u95a2\u3055\u305b,\u69d8\u3005\u306a\u6620\u50cf\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u5bfe\u3057\u3066\u59a5\u5f53\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002 \u3057\u304b\u3057\u3001\u6642\u9593\u7684\u30b3\u30f3\u30c6\u30f3\u30c4\u9806\u5e8f\u306e\u63a8\u8ad6\u3068QA\u95a2\u9023\u6642\u9593\u7684\u30e2\u30fc\u30e1\u30f3\u30c8\u306e\u30b0\u30e9\u30a6\u30f3\u30c9\u5316\u306e\u4e21\u65b9\u306b\u304a\u3044\u3066\u3001\u30d3\u30c7\u30aa\u306e\u6642\u9593\u6027\u3092\u6271\u3046\u30e2\u30c7\u30eb\u304c\u5931\u6557\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.04223v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.04223v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 08 Aug 2024 05:14:07 GMT)<\/li>\n\n\n\n<li>MLLM\u6642\u4ee3\u306eVideo QA\u306b\u95a2\u3059\u308b\u691c\u8a3c\u3002VQA\u3068\u3044\u3046\u3068Visual\u3092\u601d\u3044\u6d6e\u304b\u3079\u308b\u304cVideo\u306aQA\u3082\u975e\u5e38\u306b\u591a\u304f\u306e\u30e2\u30c7\u30eb\u304c\u767a\u8868\u3055\u308c\u3066\u3044\u308b\u3002\u3002\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/doc-doc\/VideoQA-LLMs\">https:\/\/github.com\/doc-doc\/VideoQA-LLMs<\/a>\u3000\u304c\u30ea\u30dd\u30b8\u30c8\u30ea\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f\uff14\uff10\uff14<\/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":[322,431],"class_list":["post-5275","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-question-answering","tag-video"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5275","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=5275"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5275\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5275"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5275"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5275"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}