{"id":6152,"date":"2025-02-06T06:40:00","date_gmt":"2025-02-05T21:40:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6152"},"modified":"2025-02-06T06:40:00","modified_gmt":"2025-02-05T21:40:00","slug":"a-causality-aware-paradigm-for-evaluating-creativity-of-multimodal-large-language-models-leap-of-thought","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6152","title":{"rendered":"A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models\u00a0 \/ Leap of Thought"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models\u00a0<\/strong>[100.2]<br>\u30aa\u30aa\u30ae\u30ea\u30b2\u30fc\u30e0(\u30aa\u30aa\u30ae\u30ea\u30b2\u30fc\u30e0)\u306f\u3001\u30e6\u30fc\u30e2\u30a2\u3068\u9023\u60f3\u7684\u601d\u8003\u3092\u5fc5\u8981\u3068\u3059\u308b\u5275\u9020\u7684\u306a\u4ed5\u4e8b\u3067\u3042\u308b\u3002 LoTbench\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u56e0\u679c\u6027\u3092\u8003\u616e\u3057\u305f\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u305d\u306e\u7d50\u679c\u3001\u307b\u3068\u3093\u3069\u306eLLM\u306f\u5236\u7d04\u3055\u308c\u305f\u5275\u9020\u6027\u3092\u793a\u3059\u304c\u3001LLM\u3068\u4eba\u9593\u306e\u9593\u306e\u6027\u80fd\u683c\u5dee\u306f\u514b\u670d\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.15147v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.15147v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 25 Jan 2025 09:11:15 GMT)<\/li>\n\n\n\n<li>LLM\u306e\u5275\u9020\u6027\u3092\u6e2c\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3001\u5927\u559c\u5229\u306b\u6ce8\u76ee\u3057\u3066\u3044\u308b\u306e\u304c\u8208\u5473\u6df1\u3044\uff08This paper investigates creativity in LLMs and provides an in-depth analysis of their Leap-of-Thought (LoT) abilities through the Oogiri game.\uff09\u3002<\/li>\n\n\n\n<li>\uff08\u3088\u304f\u898b\u308b\u7d50\u679c\u3068\u7570\u306a\u308a\uff09GPT-4o\u3092Qwen-VL\u3084Gemini 1.5 Pro\u304c\u629c\u3044\u3066\u3044\u308b\u30b9\u30b3\u30a2\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/lotbench.github.io\/\">LoTbench<\/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":[450,517],"class_list":["post-6152","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-x-of-thought","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6152","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=6152"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6152\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}