{"id":6338,"date":"2025-03-12T05:58:00","date_gmt":"2025-03-11T20:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6338"},"modified":"2025-03-12T05:58:00","modified_gmt":"2025-03-11T20:58:00","slug":"codecriticbench-a-holistic-code-critique-benchmark-for-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6338","title":{"rendered":"CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models\u00a0<\/strong>[97.2]<br>\u672c\u7a3f\u3067\u306f,Large Language Models (LLMs) \u306e\u30b3\u30fc\u30c9\u6279\u5224\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bCodeCriticBench\u3092\u7d39\u4ecb\u3059\u308b\u3002 \u5177\u4f53\u7684\u306b\u306f\u3001CodeCriticBench\u306b\u306f2\u3064\u306e\u4e3b\u8981\u306a\u30b3\u30fc\u30c9\u30bf\u30b9\u30af(\u30b3\u30fc\u30c9\u751f\u6210\u3068\u30b3\u30fc\u30c9QA)\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002 \u3055\u3089\u306b\u3001\u8a55\u4fa1\u30d7\u30ed\u30c8\u30b3\u30eb\u306b\u306f\u3001\u57fa\u672c\u7684\u306a\u6279\u8a55\u8a55\u4fa1\u3068\u3001\u7570\u306a\u308b\u7279\u6027\u306b\u5bfe\u3059\u308b\u9ad8\u5ea6\u306a\u6279\u8a55\u8a55\u4fa1\u304c\u542b\u307e\u308c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2502.16614v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2502.16614v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 23 Feb 2025 15:36:43 GMT)<\/li>\n\n\n\n<li>\u300cTo evaluate the critique abilities of LLMs on the code domain, we introduce the first holistic code critique benchmark CodeCriticBench, which includes the critique on both code generation and code QA tasks.\u300d\u3068\u3044\u3046\u73cd\u3057\u3044\u30bf\u30b9\u30af\u306b\u5bfe\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002DeepSeek-R1\u3068OpenAI o1-Preview\u306e\u80fd\u529b\u304c\u9ad8\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/multimodal-art-projection\/CodeCriticBench\">GitHub &#8211; multimodal-art-projection\/CodeCriticBench<\/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":[84,517],"class_list":["post-6338","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-critic","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6338","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=6338"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6338\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6338"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6338"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6338"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}