{"id":7141,"date":"2025-07-21T05:32:00","date_gmt":"2025-07-20T20:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7141"},"modified":"2025-07-20T15:37:58","modified_gmt":"2025-07-20T06:37:58","slug":"swe-perf-can-language-models-optimize-code-performance-on-real-world-repositories","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7141","title":{"rendered":"SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?\u00a0<\/strong>[32.7]<br>SWE-Perf\u306f\u3001\u8a8d\u8a3c\u3055\u308c\u305f\u30ea\u30dd\u30b8\u30c8\u30ea\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u30b3\u30fc\u30c9\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001LLM(Large Language Models)\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u6700\u521d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 SWE-Perf\u306f140\u306e\u614e\u91cd\u306b\u30ad\u30e5\u30ec\u30fc\u30c8\u3055\u308c\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u4eba\u6c17\u306e\u3042\u308bGitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6539\u5584\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u7531\u6765\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.12415v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.12415v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 16 Jul 2025 17:05:17 GMT)<\/li>\n\n\n\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u80fd\u529b\u3092\u6e2c\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002Claude-4-sonnet > Gemini-2.5-pro > OpenAI-o3\u3067\u306f\u3042\u308b\u3082\u306e\u306e\u5168\u4f53\u7684\u306b\u53b3\u3057\u3044\u7d50\u679c\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/swe-perf.github.io\/\">SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?<\/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":[468,486],"class_list":["post-7141","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-468","tag-486"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7141","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=7141"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7141\/revisions"}],"predecessor-version":[{"id":7142,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7141\/revisions\/7142"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}