{"id":5296,"date":"2024-08-16T05:32:00","date_gmt":"2024-08-15T20:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5296"},"modified":"2024-08-16T05:32:00","modified_gmt":"2024-08-15T20:32:00","slug":"a-comprehensive-review-of-multimodal-large-language-models-performance-and-challenges-across-different-tasks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5296","title":{"rendered":"A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks\u00a0<\/strong>[74.5]<br>MLLM(Multimodal Large Language Models)\u306f\u3001\u5358\u4e00\u306e\u30e2\u30c0\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0\u306e\u80fd\u529b\u3092\u8d85\u3048\u305f\u73fe\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8907\u96d1\u3055\u306b\u5bfe\u51e6\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u81ea\u7136\u8a00\u8a9e,\u8996\u899a,\u97f3\u58f0\u306a\u3069\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30bf\u30b9\u30af\u306b\u304a\u3051\u308bMLLM\u306e\u5fdc\u7528\u3092\u4f53\u7cfb\u7684\u306b\u6574\u7406\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.01319v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.01319v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 2 Aug 2024 15:14:53 GMT)<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306aLLM\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002\u591a\u304f\u306e\u7814\u7a76\u6a5f\u95a2\u304c\u53d6\u308a\u7d44\u3093\u3067\u304a\u308a\u6210\u679c\u3082\u591a\u6570\u3002<\/li>\n\n\n\n<li>\u56f3\u304c\u3068\u3066\u3082\u53c2\u8003\u306b\u306a\u308b\u3002<\/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":[251,387],"class_list":["post-5296","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mllm","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5296","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=5296"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5296\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5296"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5296"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}