{"id":11161,"date":"2026-08-18T14:23:45","date_gmt":"2026-08-18T06:23:45","guid":{"rendered":"https:\/\/infernews.com\/blog\/ui-mate-2\/"},"modified":"2026-08-18T15:46:29","modified_gmt":"2026-08-18T07:46:29","slug":"ui-mate-2","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/ui-mate-2\/","title":{"rendered":"Tencent UI-Mate \u684c\u9762\u64cd\u4f5c\u793a\u7bc4\u8b8a\u6210\u53ef\u91cd\u7528\u5de5\u4f5c\u6d41"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/pasted-30f96b0e1285.jpg\" alt=\"UI Mate icon\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u684c\u9762\u4efb\u52d9\u96e3\u5beb\u6210\u4e00\u6bb5\u5b8c\u6574\u63d0\u793a\uff0c\u554f\u984c\u4e0d\u5728\u6307\u4ee4\u592a\u77ed\uff0c\u800c\u662f\u5728\u6a94\u540d\u898f\u5247\u3001\u8996\u7a97\u64fa\u4f4d\u3001\u516c\u53f8\u6d41\u7a0b\u9019\u4e9b\u7d30\u7bc0\u5f80\u5f80\u9760\u793a\u7bc4\u66f4\u5bb9\u6613\u8b1b\u6e05\u3002UI-Mate \u5c31\u662f\u671d\u9019\u500b\u4f4d\u7f6e\u5207\u5165\u7684\u958b\u6e90 GUI agent \u9805\u76ee\uff1a\u5b83\u5728\u539f\u751f\u684c\u9762\u770b\u87a2\u5e55\u756b\u9762\uff0c\u7528\u9375\u76e4\u548c\u6ed1\u9f20\u8de8\u61c9\u7528\u7a0b\u5f0f\u57f7\u884c\u9577\u6d41\u7a0b\u5de5\u4f5c\uff0c\u4e26\u4e14\u652f\u63f4\u628a\u4e00\u6b21\u4eba\u624b\u64cd\u4f5c\u793a\u7bc4\u8f49\u6210\u53ef\u91cd\u7528\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">UI-Mate \u628a\u793a\u7bc4\u7576\u6210\u5efa\u8b70\u3002\u7576\u756b\u9762\u5167\u5bb9\u3001\u8cc7\u6599\u3001\u8996\u7a97\u72c0\u614b\u6216\u4efb\u52d9\u76ee\u6a19\u6709\u8b8a\u5316\uff0c\u4ee3\u7406\u4ecd\u6703\u6309\u5373\u6642\u756b\u9762\u91cd\u65b0\u5224\u65b7\uff0c\u907f\u514d\u8b8a\u6210\u53ea\u61c2\u91cd\u64ad\u9304\u88fd\u8173\u672c\u7684 Computer-use agents\uff08CUAs\uff09\u3002\u9019\u500b\u53d6\u6368\u5f88\u91cd\u8981\uff0c\u56e0\u70ba\u5b83\u76f4\u63a5\u56de\u61c9\u4e86 GUI \u81ea\u52d5\u5316\u6700\u5e38\u898b\u7684\u5931\u6557\u4f4d\uff1a\u6d41\u7a0b\u76f8\u4f3c\uff0c\u4f46\u756b\u9762\u5f9e\u4f86\u4e0d\u6703\u5b8c\u5168\u4e00\u6a23\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a13\u7df4\u65b9\u6cd5\u4ea6\u53cd\u6620\u5b83\u60f3\u8655\u7406\u771f\u5be6\u74b0\u5883\uff0c\u800c\u4e0d\u53ea\u662f\u8dd1\u55ae\u4e00 benchmark\u3002\u9805\u76ee\u63d0\u5230 closed-loop data engine\uff0c\u6703\u4e32\u9023\u4efb\u52d9\u5408\u6210\u3001\u74b0\u5883\u5efa\u69cb\u3001rollout\u3001\u9a57\u8b49\u8207 filtering\uff0c\u518d\u7528 capability tree \u88dc\u56de\u8986\u84cb\u4e0d\u8db3\u7684\u80fd\u529b\uff1b\u540c\u6642\u652f\u63f4 Ubuntu\u3001Windows \u548c macOS \u7684\u7d71\u4e00 rollout layer\uff0c\u4e26\u4ee5 asynchronous group-relative optimization \u8655\u7406\u9577\u800c\u4e14\u8b8a\u5316\u5927\u7684 rollout\u3002\u6574\u9ad4\u65b9\u5411\u5f88\u6e05\u6670\uff1a\u5148\u628a\u53ef\u57f7\u884c\u74b0\u5883\u548c\u9a57\u8b49\u6a5f\u5236\u642d\u597d\uff0c\u518d\u8ac7\u4ee3\u7406\u600e\u6a23\u5b78\u6703\u8de8\u7cfb\u7d71\u505a\u4e8b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u958b\u7d50\u679c\u4ea6\u6709\u53c3\u8003\u50f9\u503c\u3002UI-Mate \u5728 OSWorld-Verified \u9054\u5230 77.0%\uff0cWindowsAgentArena \u70ba 66.2%\uff0c\u800c OSWorkerBench \u56b4\u683c\u6210\u529f\u7387 41.0%\u3001progress 76.9%\uff1b\u52a0\u5165\u4e00\u6b21 same-task demonstration \u5f8c\uff0cOSWorker self-demo strict success \u7531 17.2% \u5347\u5230 35.4%\u3002\u9019\u4e9b\u6578\u5b57\u672a\u5fc5\u4ee3\u8868\u5b83\u5df2\u7d93\u80fd\u7a69\u5b9a\u63a5\u624b\u6240\u6709\u684c\u9762\u5de5\u4f5c\uff0c\u4f46\u81f3\u5c11\u8aaa\u660e\u793a\u7bc4\u5f0f\u5f15\u5c0e\u4e0d\u53ea\u662f\u6982\u5ff5\u5305\u88dd\uff0c\u5c0d\u9577\u6d41\u7a0b\u4efb\u52d9\u6709\u660e\u986f\u5e6b\u52a9\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c6c\u65bc\u958b\u6e90 GUI agent \u9805\u76ee\uff0c\u91cd\u9ede\u662f\u8655\u7406\u8de8\u61c9\u7528\u3001\u8de8\u4f5c\u696d\u7cfb\u7d71\u7684\u9577\u6d41\u7a0b\u684c\u9762\u4efb\u52d9<\/li>\n\n\n\n<li>\u6838\u5fc3\u5dee\u7570\u5728\u65bc\u652f\u63f4 in-context demonstrations\uff0c\u628a\u4e00\u6b21\u793a\u7bc4\u6574\u7406\u6210\u53ef\u91cd\u7528\u5de5\u4f5c\u6d41<\/li>\n\n\n\n<li>\u793a\u7bc4\u4e0d\u662f\u8173\u672c\u91cd\u64ad\uff0c\u4ee3\u7406\u6703\u6309 live screenshot \u5373\u5834\u91cd\u65b0\u898f\u5283<\/li>\n\n\n\n<li>\u8f03\u9069\u5408\u9700\u8981\u56fa\u5b9a\u6d41\u7a0b\u4f46\u756b\u9762\u8207\u8cc7\u6599\u7d93\u5e38\u8b8a\u52d5\u7684\u5718\u968a\u3001\u71df\u904b\u8207\u8fa6\u516c\u81ea\u52d5\u5316\u5834\u666f<\/li>\n\n\n\n<li>\u76ee\u524d\u5df2\u516c\u958b\u6a21\u578b\u8207\u7d50\u679c\uff0c\u4f46 OSWorkerBench \u7b49\u914d\u5957\u4ecd\u6709\u90e8\u5206\u5167\u5bb9\u6a19\u793a\u70ba Coming Soon<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u8207\u7406\u89e3\u65b9\u5f0f\u4e0a\uff0c\u73fe\u6709\u8cc7\u6599\u8f03\u63a5\u8fd1\u7814\u7a76\u539f\u578b\u52a0\u53ef\u8a66\u6b0a\u91cd\uff0c\u800c\u4e0d\u662f\u958b\u7bb1\u5373\u7528\u7684\u5b8c\u6574\u7522\u54c1\u3002\u5b98\u65b9\u5df2\u653e\u51fa code\u3001weights\u3001technical report \u548c Try App\uff0c\u8f03\u5408\u7406\u7684\u770b\u6cd5\u662f\u5148\u628a\u5b83\u7576\u6210\u53ef\u9a57\u8b49 demonstration-guided GUI agent \u80fd\u529b\u7684\u958b\u6e90\u57fa\u7dda\uff0c\u518d\u770b\u5f8c\u7e8c benchmark\u3001\u8cc7\u6599\u96c6\u8207\u5de5\u5177\u93c8\u662f\u5426\u88dc\u9f4a\u3002\u5c0d\u7814\u7a76 GUI agent\u3001\u4f01\u696d\u684c\u9762\u81ea\u52d5\u5316\uff0c\u6216\u8005\u60f3\u6bd4\u8f03\u6587\u5b57\u6307\u4ee4\u8207\u793a\u7bc4\u5f15\u5c0e\u5dee\u7570\u7684\u5718\u968a\uff0c\u9019\u500b\u9805\u76ee\u5f88\u503c\u5f97\u8ddf\u9032\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ui-mate.github.io\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Tencent\/UI-Mate\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/collections\/tencent\/ui-mate\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u958b\u6e90\u6b0a\u91cd\u7684\u901a\u7528 GUI \u667a\u80fd\u9ad4\uff1a\u74b0\u5883\u9a45\u52d5\u8a13\u7df4 + \u4e0a\u4e0b\u6587\u6f14\u793a\u5b78\u7fd2\u2014\u2014\u6d41\u7a0b\u6f14\u793a\u4e00\u6b21\u5373\u53ef\uff0c\u4e0d\u5fc5\u628a\u6240\u6709\u7d04\u5b9a\u5beb\u9032\u63d0\u793a\u3002<\/p>\n","protected":false},"author":8,"featured_media":11160,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,172,116,168,166,76,199,209],"tags":[],"class_list":["post-11161","post","type-post","status-publish","format-standard","hentry","category-133","category-172","category-agentic","category-linux","category-mac","category-76","category-dataset-","category-ui-ux"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11161","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=11161"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11161\/revisions"}],"predecessor-version":[{"id":11166,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11161\/revisions\/11166"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11160"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11161"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11161"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11161"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}