{"id":6644,"date":"2025-05-07T05:10:00","date_gmt":"2025-05-06T20:10:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6644"},"modified":"2025-05-07T05:10:00","modified_gmt":"2025-05-06T20:10:00","slug":"visulogic-a-benchmark-for-evaluating-visual-reasoning-in-multi-modal-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6644","title":{"rendered":"VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models\u00a0<\/strong>[121.0]<br>VisuLogic\u306f\u30016\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u307e\u305f\u304c\u308b1,000\u306e\u4eba\u9593\u8a8d\u8a3c\u3055\u308c\u305f\u554f\u984c\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3059\u3002 \u3053\u308c\u3089\u306e\u8cea\u554f\u306f\u3001\u8907\u6570\u306e\u8996\u70b9\u304b\u3089MLLM\u306e\u8996\u899a\u7684\u63a8\u8ad6\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u307b\u3068\u3093\u3069\u306e\u30e2\u30c7\u30eb\u306f\u7cbe\u5ea6\u304c30%\u4ee5\u4e0b\u3067\u300125%\u306e\u30e9\u30f3\u30c0\u30e0\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3088\u308a\u308f\u305a\u304b\u306b\u9ad8\u304f\u3001\u4eba\u9593\u306b\u3088\u3063\u3066\u9054\u6210\u3055\u308c\u305f51.4%\u3088\u308a\u306f\u308b\u304b\u306b\u4f4e\u3044\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.15279v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.15279v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 21 Apr 2025 17:59:53 GMT)<\/li>\n\n\n\n<li>\u300cWe propose a challenging visual reasoning benchmark that is inherently difficult to articulate using language, providing a more rigorous evaluation of the visual reasoning capabilities of MLLMs.\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002\u5546\u7528API\u306e\u30b9\u30b3\u30a2\u3082\u826f\u304f\u306a\u304f\u3001\u975e\u5e38\u306b\u96e3\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea<a href=\"https:\/\/visulogic-benchmark.github.io\/VisuLogic\/\">\u306fVisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models<\/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":[232,251,517],"class_list":["post-6644","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-lrm","tag-mllm","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6644","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=6644"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6644\/revisions"}],"predecessor-version":[{"id":6706,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6644\/revisions\/6706"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6644"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6644"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}