{"id":5953,"date":"2024-12-26T05:00:00","date_gmt":"2024-12-25T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5953"},"modified":"2024-12-26T05:00:00","modified_gmt":"2024-12-25T20:00:00","slug":"theagentcompany-benchmarking-llm-agents-on-consequential-real-world-tasks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5953","title":{"rendered":"TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks\u00a0<\/strong>[52.5]<br>\u79c1\u305f\u3061\u306f\u5c0f\u3055\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u4f01\u696d\u74b0\u5883\u3092\u6a21\u5023\u3057\u305f\u30c7\u30fc\u30bf\u306b\u3088\u308b\u81ea\u5df1\u5b8c\u7d50\u578b\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002 \u6700\u3082\u7af6\u4e89\u529b\u306e\u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u3001\u30bf\u30b9\u30af\u306e24%\u304c\u81ea\u5f8b\u7684\u306b\u5b8c\u4e86\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001LM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u30bf\u30b9\u30af\u81ea\u52d5\u5316\u306b\u95a2\u3059\u308b\u30cb\u30e5\u30a2\u30f3\u30b9\u306a\u7d75\u3092\u63cf\u304f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.14161v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.14161v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 18 Dec 2024 18:55:40 GMT)<\/li>\n\n\n\n<li>\u300cTheAgentCompany measures the progress of these LLM agents&#8217; performance on performing real-world professional tasks, by providing an extensible benchmark for evaluating AI agents that interact with the world in similar ways to those of a digital worker: by browsing the Web, writing code, running programs, and communicating with other coworkers.\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u73fe\u72b6\u3001Claude 3.5 Sonnet\u306e\u6027\u80fd\u304c\u9ad8\u3044\u7d50\u679c\u306b\u306a\u3063\u3066\u3044\u308b\u304c\u3001o1\u3084o3\u3067\u306e\u7d50\u679c\u304c\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/the-agent-company.com\/\">TheAgentCompany<\/a>\u3001\u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u306f<a href=\"https:\/\/the-agent-company.com\/#\/leaderboard\">TheAgentCompany<\/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-5953","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\/5953","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=5953"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5953\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5953"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5953"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}