{"id":4060,"date":"2023-11-21T05:27:00","date_gmt":"2023-11-20T20:27:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4060"},"modified":"2023-11-21T05:27:00","modified_gmt":"2023-11-20T20:27:00","slug":"holistic-evaluation-of-text-to-image-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4060","title":{"rendered":"Holistic Evaluation of Text-To-Image Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Holistic Evaluation of Text-To-Image Models\u00a0<\/strong>[153.5]<br>\u6211\u3005\u306f\u30c6\u30ad\u30b9\u30c8\u30fb\u30c4\u30fc\u30fb\u30a4\u30e1\u30fc\u30b8\u30fb\u30e2\u30c7\u30eb(HEIM)\u306e\u5168\u4f53\u7684\u8a55\u4fa1\u3068\u3044\u3046\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u5c0e\u5165\u3059\u308b\u3002 \u30c6\u30ad\u30b9\u30c8\u30fb\u30a4\u30e1\u30fc\u30b8\u30fb\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3001\u753b\u50cf\u54c1\u8cea\u3001\u7f8e\u5b66\u3001\u72ec\u5275\u6027\u3001\u63a8\u8ad6\u3001\u77e5\u8b58\u3001\u30d0\u30a4\u30a2\u30b9\u3001\u6bd2\u6027\u3001\u516c\u6b63\u6027\u3001\u5805\u7262\u6027\u3001\u591a\u8a00\u8a9e\u6027\u3001\u52b9\u7387\u6027\u3092\u542b\u308012\u306e\u5074\u9762\u3092\u8b58\u5225\u3059\u308b\u3002 \u4ee5\u4e0a\u306e\u7d50\u679c\u304b\u3089,\u7570\u306a\u308b\u30e2\u30c7\u30eb\u304c\u7570\u306a\u308b\u5f37\u307f\u3092\u793a\u3059\u3053\u3068\u306b\u3088\u308a,\u3059\u3079\u3066\u306e\u9762\u306b\u304a\u3044\u3066\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u304c\u512a\u308c\u3066\u3044\u308b\u3082\u306e\u306f\u306a\u3044\u3053\u3068\u304c\u660e\u3089\u304b\u3068\u306a\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2311.04287v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2311.04287v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 7 Nov 2023 19:00:56 GMT)<\/li>\n\n\n\n<li>\u300ctext-image alignment, image quality, aesthetics, originality, reasoning, knowledge, bias, toxicity, fairness, robustness, multilinguality, and efficiency\u300d\u306812\u306e\u5074\u9762\u3067\u306e\u753b\u50cf\u751f\u6210AI\u306e\u8a55\u4fa1\u3002\u7d50\u679c\u306f\u300cOverall, DALL-E 2 appears to be a versatile performer across human metrics.However, no single model emerges as the top performer in all aspects.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/stanford-crfm\/helm\">GitHub &#8211; stanford-crfm\/helm: Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https:\/\/arxiv.org\/abs\/2211.09110).<\/a>\u3001<a href=\"https:\/\/crfm.stanford.edu\/heim\/v1.1.0\/\">Holistic Evaluation of Text-To-Image Models (HEIM) (stanford.edu)<\/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":[517,615,648],"class_list":["post-4060","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-517","tag-615","tag-648"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4060","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=4060"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4060\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}