{"id":407,"date":"2021-07-19T04:30:00","date_gmt":"2021-07-18T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=407"},"modified":"2021-07-19T04:30:00","modified_gmt":"2021-07-18T19:30:00","slug":"multibench-%e3%83%9e%e3%83%ab%e3%83%81%e3%83%a2%e3%83%bc%e3%83%80%e3%83%ab%e3%81%aa%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=407","title":{"rendered":"MultiBench: \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>MultiBench: Multiscale Benchmarks for Multimodal Representation Learning\u00a0<\/strong>[87.2]<br>MultiBench\u306f15\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300110\u306e\u30e2\u30c0\u30ea\u30c6\u30a3\u300120\u306e\u4e88\u6e2c\u30bf\u30b9\u30af\u30016\u306e\u7814\u7a76\u9818\u57df\u306b\u307e\u305f\u304c\u308b\u3001\u4f53\u7cfb\u7684\u3067\u7d71\u4e00\u3055\u308c\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u30c7\u30fc\u30bf\u30ed\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u5b9f\u9a13\u7684\u306a\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3001\u30e2\u30c7\u30eb\u8a55\u4fa1\u3092\u7c21\u7d20\u5316\u3057\u3001\u6a19\u6e96\u5316\u3059\u308b\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u81ea\u52d5\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u5927\u898f\u6a21\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3059\u308b\u30ed\u30d0\u30b9\u30c8\u30cd\u30b9\u3084\u3001\u73fe\u5b9f\u7684\u306a\u4e0d\u5b8c\u5168\u6027\u306b\u5bfe\u3059\u308b\u30ed\u30d0\u30b9\u30c8\u30cd\u30b9\u306a\u3069\u3001\u5c06\u6765\u306e\u7814\u7a76\u306b\u5bfe\u3059\u308b\u5f71\u97ff\u306e\u9ad8\u3044\u8ab2\u984c\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.07502v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.07502v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 15 Jul 2021 17:54:36 GMT)<\/li><li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u6271\u308f\u308c\u3066\u3044\u308b\u9818\u57df\u3068\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3002\u30c7\u30fc\u30bf\u306e\u6982\u8981\u306f<a href=\"https:\/\/cmu-multicomp-lab.github.io\/multibench\/datasets\/\">https:\/\/cmu-multicomp-lab.github.io\/multibench\/datasets\/<\/a>\u306b\u8a73\u3057\u3044\u3002<ul><li>Affective computing: MUStARD, CMU-MOSI, UR-FUNNY, CMU-MOSEI <\/li><li>Healthcare: MIMIC<\/li><li>Robotics: MuJoCo Push, Vision &amp; Touch <\/li><li>Finance: Stocks-food, Stocks-health, Stocks-tech <\/li><li>HCI: ENRICO<\/li><li>Multimedia: AV-MNIST, MM-IMDb, Kinetics400-S, Kinetics400-L<\/li><\/ul><\/li><li>\u8a55\u4fa1\u306fPerformance\u3001Complexity\u3001Robustness\u3067\u884c\u308f\u308c\u308b\u3068\u306e\u3053\u3068\u3002Learderboard\u304c\u3069\u3046\u306a\u308b\u304b\u697d\u3057\u307f\u3002<\/li><li><a href=\"https:\/\/cmu-multicomp-lab.github.io\/multibench\/\">https:\/\/cmu-multicomp-lab.github.io\/multibench\/<\/a> \u3068 <a href=\"https:\/\/github.com\/pliang279\/MultiBench\">https:\/\/github.com\/pliang279\/MultiBench<\/a> \u304c\u516c\u5f0f\u30b5\u30a4\u30c8\uff06\u30ea\u30dd\u30b8\u30c8\u30ea<\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MultiBench: Multiscale Benchmarks for Multimodal Representation Learning\u00a0[87.2]MultiBench\u306f15\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300110\u306e\u30e2\u30c0\u30ea\u30c6\u30a3\u30012 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=407\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;MultiBench: \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[491,517,524],"class_list":["post-407","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-491","tag-517","tag-524"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/407","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=407"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/407\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}