{"id":1016,"date":"2021-11-11T05:05:00","date_gmt":"2021-11-10T20:05:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1016"},"modified":"2021-11-11T05:05:00","modified_gmt":"2021-11-10T20:05:00","slug":"sustainbench-sdgs%e3%81%ab%e9%96%a2%e9%80%a3%e3%81%99%e3%82%8b%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=1016","title":{"rendered":"SustainBench: SDGs\u306b\u95a2\u9023\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af"},"content":{"rendered":"\n<ol class=\"wp-block-list\"><li><strong>SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning&nbsp;<\/strong>[63.2]<br>\u56fd\u9023\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u76ee\u6a19\u306e\u9032\u5c55\u306f\u3001\u4e3b\u8981\u306a\u74b0\u5883\u30fb\u793e\u4f1a\u7d4c\u6e08\u6307\u6a19\u306e\u30c7\u30fc\u30bf\u4e0d\u8db3\u306b\u3088\u3063\u3066\u59a8\u3052\u3089\u308c\u3066\u3044\u308b\u3002 \u8fd1\u5e74\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u885b\u661f\u3084\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306a\u3069\u3001\u8c4a\u5bcc\u306a\u3001\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306b\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3002 \u672c\u7a3f\u3067\u306f,7\u500b\u306eSDG\u306b\u307e\u305f\u304c\u308b15\u500b\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30bf\u30b9\u30af\u306e\u96c6\u5408\u3067\u3042\u308bSustainBench\u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2111.04724v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2111.04724v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 8 Nov 2021 18:59:04 GMT)<ul><li>SDGs\u306b\u95a2\u9023\u3059\u308b\u30bf\u30b9\u30af\u3092\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002Leaderboard\u3082\u3042\u308a\u3001\u975e\u5e38\u306b\u9762\u767d\u3044\u53d6\u308a\u7d44\u307f\u3060\u3068\u601d\u3046\u3002<ol><li>Poverty prediction over space<\/li><li>Poverty prediction over time<\/li><li>Weakly supervised cropland classification<\/li><li>Crop type classification<\/li><li>Crop type mapping<\/li><li>Crop yield prediction<\/li><li>Field delineation<\/li><li>Child mortality rate<\/li><li>Women BMI<\/li><li>Women educational attainment<\/li><li>Water quality index<\/li><li>Sanitation index<\/li><li>Brick kiln detection<\/li><li>Representation learning for land cover<\/li><li>Out-of-domain land cover classification<\/li><\/ol><\/li><\/ul><\/li><\/ol>\n\n\n\n<ul class=\"wp-block-list\"><li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/sustainlab-group.github.io\/sustainbench\/\">https:\/\/sustainlab-group.github.io\/sustainbench\/<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning&nbsp;[63.2]\u56fd\u9023\u6301 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1016\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;SustainBench: SDGs\u306b\u95a2\u9023\u3059\u308b\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":[351,491,517],"class_list":["post-1016","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-sdgs","tag-491","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1016","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=1016"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1016\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1016"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}