{"id":6893,"date":"2025-06-18T05:28:00","date_gmt":"2025-06-17T20:28:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6893"},"modified":"2025-06-07T21:31:17","modified_gmt":"2025-06-07T12:31:17","slug":"svgenius-benchmarking-llms-in-svg-understanding-editing-and-generation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6893","title":{"rendered":"SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation\u00a0<\/strong>[46.5]<br>SVGenius\u306f3\u3064\u306e\u30d7\u30ed\u30b0\u30ec\u30c3\u30b7\u30d6\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3(\u7406\u89e3\u3001\u7de8\u96c6\u3001\u751f\u6210)\u306b\u308f\u305f\u308b2,377\u306e\u30af\u30a8\u30ea\u304b\u3089\u306a\u308b\u7dcf\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 SVGenius\u306f\u3001\u30b7\u30b9\u30c6\u30de\u30c6\u30a3\u30c3\u30af\u306a\u8907\u96d1\u6027\u5c64\u3092\u6301\u306424\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c9\u30e1\u30a4\u30f3\u306e\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u30018\u3064\u306e\u30bf\u30b9\u30af\u30ab\u30c6\u30b4\u30ea\u306818\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3067\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.03139v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.03139v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 03 Jun 2025 17:58:57 GMT)<\/li>\n\n\n\n<li>SVG\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u300cEvaluation of 22 models reveals that while proprietary models outperform open-source counterparts, all models degrade with increasing complexity, and reasoning- enhanced training proves more effective than pure scaling.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/zju-real.github.io\/SVGenius\/\">SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation<\/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],"class_list":["post-6893","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6893","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=6893"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6893\/revisions"}],"predecessor-version":[{"id":6894,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6893\/revisions\/6894"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6893"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6893"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6893"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}