{"id":4165,"date":"2023-12-13T05:47:00","date_gmt":"2023-12-12T20:47:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4165"},"modified":"2023-12-13T05:47:00","modified_gmt":"2023-12-12T20:47:00","slug":"gpt-4v-with-emotion-a-zero-shot-benchmark-for-multimodal-emotion-understanding","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4165","title":{"rendered":"GPT-4V with Emotion: A Zero-shot Benchmark for Multimodal Emotion Understanding"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>GPT-4V with Emotion: A Zero-shot Benchmark for Multimodal Emotion Understanding&nbsp;<\/strong>[38.5]<br>GPT-4 with Vision (GPT-4V) \u306f\u69d8\u3005\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9855\u8457\u306a\u6027\u80fd\u3092\u793a\u3057\u305f\u3002 \u672c\u7a3f\u3067\u306f,\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u611f\u60c5\u7406\u89e3\u306b\u304a\u3051\u308bGPT-4V\u306e\u80fd\u529b\u306b\u3064\u3044\u3066\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2312.04293v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2312.04293v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 7 Dec 2023 13:27:37 GMT)<\/li>\n\n\n\n<li>GPT-4\u306b\u3088\u308b\u611f\u60c5\u5206\u985e\u3001\u30bf\u30b9\u30af\u3084\u30c9\u30e1\u30a4\u30f3\u306b\u3088\u3063\u3066\u306fsupervised\u306a\u624b\u6cd5\u3092\u8d85\u3048\u3066\u3044\u308b\u3002\u9811\u5065\u6027\u306b\u3064\u3044\u3066\u3082\u691c\u8a3c\u304c\u884c\u308f\u308c\u3066\u304a\u308a\u300cThis resilience to color space changes suggests that GPT-4V is inherently robust in this regard.\u300d\u3068\u306e\u3053\u3068\u3002\u4e00\u65b9\u3067\u300cHowever, GPT-4V performs poorly in micro-expression recognition (see Table 5), which indicates that GPT-4V is currently tailored for general domains.\u300d\u3068\u306e\u6307\u6458\u3082\u3002\u306a\u304b\u306a\u304b\u60a9\u307e\u3057\u3044\u7d50\u679c\u3067\u306f\u3042\u308b\u304c\u3001\u4e00\u822c\u7528\u9014\u3067\u306f\u5f37\u529b\u306b\u4f7f\u3048\u305d\u3046\u306b\u601d\u3048\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/zeroQiaoba\/gpt4v-emotion\">GitHub &#8211; zeroQiaoba\/gpt4v-emotion: GPT-4V with Emotion<\/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":[176,580],"class_list":["post-4165","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gpt-4v","tag-580"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4165","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=4165"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4165\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4165"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4165"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4165"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}