{"id":7305,"date":"2025-08-26T05:11:00","date_gmt":"2025-08-25T20:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7305"},"modified":"2025-08-17T21:14:35","modified_gmt":"2025-08-17T12:14:35","slug":"mme-emotion-a-holistic-evaluation-benchmark-for-emotional-intelligence-in-multimodal-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7305","title":{"rendered":"MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models\u00a0<\/strong>[108.6]<br>MME-Emotion\u306f,MLLM\u306e\u611f\u60c5\u7684\u7406\u89e3\u3068\u63a8\u8ad6\u80fd\u529b\u306e\u4e21\u65b9\u3092\u8a55\u4fa1\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 MME-Emotion\u306b\u306f6000\u4ee5\u4e0a\u306e\u30ad\u30e5\u30ec\u30fc\u30c8\u3055\u308c\u305f\u30d3\u30c7\u30aa\u30af\u30ea\u30c3\u30d7\u3068\u30bf\u30b9\u30af\u56fa\u6709\u306e\u8cea\u554f\u56de\u7b54(QA)\u30da\u30a2\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u30018\u3064\u306e\u611f\u60c5\u7684\u306a\u30bf\u30b9\u30af\u3092\u5b9a\u5f0f\u5316\u3059\u308b\u305f\u3081\u306e\u5e83\u3044\u30b7\u30ca\u30ea\u30aa\u306b\u307e\u305f\u304c\u3063\u3066\u3044\u308b\u3002 \u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u901a\u3058\u3066\u5206\u6790\u3055\u308c\u305f\u3001\u611f\u60c5\u8a8d\u8b58\u3068\u63a8\u8ad6\u306e\u305f\u3081\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5099\u3048\u305f\u7dcf\u5408\u8a55\u4fa1\u30b9\u30a4\u30fc\u30c8\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.09210v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.09210v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 11 Aug 2025 03:14:55 GMT)<\/li>\n\n\n\n<li>\u300cIn this paper, we introduced MME-Emotion, a comprehensive multi-task benchmark for evaluating emotional intelligence in MLLMs, accompanied by a holistic evaluation suite. The assessment process was fully automated within a multi-agent system framework and thoroughly validated by human experts.\u300d\u3068\u3044\u3046\u611f\u60c5\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/mme-emotion.github.io\/\">https:\/\/mme-emotion.github.io\/<\/a>\u3068\u306e\u3053\u3068\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":[223,517],"class_list":["post-7305","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7305","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=7305"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7305\/revisions"}],"predecessor-version":[{"id":7306,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7305\/revisions\/7306"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7305"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7305"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7305"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}