{"id":5192,"date":"2024-08-01T03:19:00","date_gmt":"2024-07-31T18:19:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5192"},"modified":"2024-08-01T03:19:00","modified_gmt":"2024-07-31T18:19:00","slug":"lmms-eval-reality-check-on-the-evaluation-of-large-multimodal-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5192","title":{"rendered":"LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models\u00a0<\/strong>[71.8]<br>LMMS-EVAL\u306f50\u4ee5\u4e0a\u306e\u30bf\u30b9\u30af\u306810\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u3092\u6301\u3064\u7d71\u4e00\u7684\u3067\u6a19\u6e96\u5316\u3055\u308c\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 LMMS-EVAL LITE\u306f\u3001\u30ab\u30d0\u30fc\u7bc4\u56f2\u3068\u52b9\u7387\u306e\u4e21\u65b9\u3092\u91cd\u8996\u3057\u305f\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u8a55\u4fa1\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3067\u3042\u308b\u3002 \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306aLIVEBENCH\u306f\u3001\u30cb\u30e5\u30fc\u30b9\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30d5\u30a9\u30fc\u30e9\u30e0\u3092\u7d99\u7d9a\u7684\u306b\u66f4\u65b0\u3057\u3001\u91ce\u751f\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u5316\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2407.12772v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2407.12772v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 17 Jul 2024 17:51:53 GMT)<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306aLLM\u7528\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002LiveBench\u3067\u306fGPT4 Turbo\u304cGPT4o\u3088\u308a\u9ad8\u30b9\u30b3\u30a2\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/EvolvingLMMs-Lab\/lmms-eval\">GitHub &#8211; EvolvingLMMs-Lab\/lmms-eval: Accelerating the development of large multimodal models (LMMs) with lmms-eval<\/a>\u3001\u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u306f<a href=\"https:\/\/huggingface.co\/spaces\/lmms-lab\/LiveBench\">LiveBench &#8211; a Hugging Face Space by lmms-lab<\/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":[251,517],"class_list":["post-5192","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mllm","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5192","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=5192"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5192\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5192"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5192"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5192"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}