{"id":3900,"date":"2023-10-11T05:02:00","date_gmt":"2023-10-10T20:02:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3900"},"modified":"2023-10-11T05:02:00","modified_gmt":"2023-10-10T20:02:00","slug":"mathvista","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3900","title":{"rendered":"MathVista"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts&nbsp;<\/strong>[170.0]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3068LMM(Large Multimodal Models)\u306f\u3001\u69d8\u3005\u306a\u9818\u57df\u306b\u304a\u3044\u3066\u512a\u308c\u305f\u30b9\u30ad\u30eb\u3092\u793a\u3059\u304c\u3001\u8996\u899a\u7684\u6587\u8108\u306b\u304a\u3051\u308b\u6570\u5b66\u7684\u63a8\u8ad6\u80fd\u529b\u306f\u516c\u5f0f\u306b\u306f\u691c\u8a0e\u3055\u308c\u3066\u3044\u306a\u3044\u3002 MathVista\u306f\u3001\u69d8\u3005\u306a\u6570\u5b66\u7684\u30fb\u8996\u899a\u7684\u306a\u30bf\u30b9\u30af\u304b\u3089\u8ab2\u984c\u3092\u89e3\u304d\u653e\u3064\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 MathVista\u306f\u3001\u6570\u5b66\u7684\u306b\u96c6\u7d04\u7684\u3067\u8996\u899a\u7684\u306b\u30ea\u30c3\u30c1\u306a\u73fe\u5b9f\u4e16\u754c\u306e\u30bf\u30b9\u30af\u306b\u5bfe\u51e6\u3067\u304d\u308b\u6c4e\u7528AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u306b\u304a\u3044\u3066\u3001\u5c06\u6765\u306e\u7814\u7a76\u3092\u52a0\u901f\u3055\u305b\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2310.02255v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2310.02255v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 3 Oct 2023 17:57:24 GMT)<\/li>\n\n\n\n<li>\u8996\u899a\u60c5\u5831\u3092\u542b\u3080\u6570\u5b66\u7684\u63a8\u8ad6\u80fd\u529b\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002FQA:figure question answering\u3001GPS: geometry problem solving\u3001MWP:math word problem\u3001TQA: textbook question answering\u3001VQA: visual question answering\u3067\u69cb\u6210\u3055\u308c\u308b\u3002&nbsp;<\/li>\n\n\n\n<li>\u73fe\u6642\u70b9\u3067\u306fMultimodal Bard\u304c\u6700\u3082\u9ad8\u3044\u30b9\u30b3\u30a2\u3092\u9054\u6210\u3068\u306e\u3053\u3068\uff08GPT-4V\u3068\u3082\u4e00\u5b9a\u7a0b\u5ea6\u6bd4\u8f03\u306f\u884c\u3063\u3066\u3044\u308b\u3088\u3046\u3060\u304c\u4eca\u5f8c\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u671f\u5f85\uff09\u3044\u305a\u308c\u306b\u3057\u308d\u4eba\u9593\u304b\u3089\u6bd4\u3079\u308b\u3068\u3060\u3044\u3076\u4f4e\u3044\u30b9\u30b3\u30a2\u3067\u6539\u5584\u306e\u4f59\u5730\u306f\u5927\u304d\u3044\u3002<\/li>\n\n\n\n<li>\u3069\u3046\u3067\u3082\u3088\u3044\u304cLarge Language Models (LLMs) \u3068Large Multimodal Models (LMMs)&nbsp;\u304c\u3084\u3084\u3053\u3057\u3044<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/mathvista.github.io\/\">MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Context<\/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":[223,517,524,589],"class_list":["post-3900","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-517","tag-524","tag-589"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3900","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=3900"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3900\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3900"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3900"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}