{"id":8310,"date":"2026-03-18T04:07:00","date_gmt":"2026-03-17T19:07:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8310"},"modified":"2026-03-07T16:09:20","modified_gmt":"2026-03-07T07:09:20","slug":"benchmarking-few-shot-transferability-of-pre-trained-models-with-improved-evaluation-protocols","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8310","title":{"rendered":"Benchmarking Few-shot Transferability of Pre-trained Models with Improved Evaluation Protocols"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Benchmarking Few-shot Transferability of Pre-trained Models with Improved Evaluation Protocols\u00a0<\/strong>[123.7]<br>\u3088\u308a\u5f37\u529b\u306a\u4e8b\u524d\u8a13\u7df4\u30e2\u30c7\u30eb\u3068\u6539\u826f\u3055\u308c\u305f\u9069\u5fdc\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u3063\u3066\u3001\u308f\u305a\u304b\u306a\u30b7\u30e7\u30c3\u30c8\u8ee2\u9001\u304c\u9769\u65b0\u3055\u308c\u3066\u3044\u308b\u3002 FEWTRANS\u306f10\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u542b\u3080\u7dcf\u5408\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 FEWTRANS \u3092\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u3053\u3068\u306b\u3088\u308a,\u6570\u767a\u306e\u8ee2\u5199\u5b66\u7fd2\u7814\u7a76\u306b\u304a\u3044\u3066\u518d\u73fe\u6027\u306e\u5411\u4e0a\u3092\u5408\u7406\u5316\u3059\u308b\u305f\u3081\u306e\u53b3\u5bc6\u306a &#8220;\u30eb\u30fc\u30e9\u30fc&#8221; \u306e\u63d0\u4f9b\u3092\u76ee\u6307\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2603.00478v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2603.00478v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 28 Feb 2026 05:41:57 GMT)<\/li>\n\n\n\n<li>Few shot\u3067\u306e\u8ee2\u79fb\u6027\u3092\u8a55\u4fa1\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Frankluox\/FewTrans\">GitHub &#8211; Frankluox\/FewTrans \u00b7 GitHub<\/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":[146,517],"class_list":["post-8310","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fewshot","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8310","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=8310"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8310\/revisions"}],"predecessor-version":[{"id":8311,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8310\/revisions\/8311"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8310"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8310"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8310"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}