{"id":10132,"date":"2026-07-10T19:26:41","date_gmt":"2026-07-10T11:26:41","guid":{"rendered":"https:\/\/infernews.com\/blog\/uniclawbench-project-page-https-uniclawbench-github-io\/"},"modified":"2026-07-10T19:26:41","modified_gmt":"2026-07-10T11:26:41","slug":"uniclawbench-project-page-https-uniclawbench-github-io","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/uniclawbench-project-page-https-uniclawbench-github-io\/","title":{"rendered":"UniClawBench \u9ede\u6a23\u6e2c\u4e3b\u52d5\u5f0f\u4ee3\u7406"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/pasted-c970dd91e3ce.jpg\" alt=\"UniClawBench\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd4\u8d77\u53ea\u554f\u6a21\u578b\u8b58\u5514\u8b58\u7b54\uff0cUniClawBench\u66f4\u5728\u610f\u4ee3\u7406\u80fd\u5426\u4e00\u8def\u505a\u3001\u4e00\u8def\u4fee\u6b63\uff0c\u76f4\u5230\u5b8c\u6210\u6574\u500b\u5de5\u4f5c\u6d41\u3002\u5b83\u5c6c\u65bc<strong>benchmark \u9805\u76ee<\/strong>\uff0c\u91dd\u5c0d proactive AI agents \u5728\u771f\u5be6\u5de5\u5177\u3001\u700f\u89bd\u5668\u3001\u6a94\u6848\u8655\u7406\u8207\u684c\u9762 GUI \u4efb\u52d9\u4e2d\u7684\u5b8c\u6210\u80fd\u529b\uff0c\u88dc\u8db3\u50b3\u7d71\u55ae\u6b65\u8a55\u6e2c\u96e3\u4ee5\u53cd\u6620\u9023\u7e8c\u64cd\u4f5c\u8868\u73fe\u7684\u7f3a\u53e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u505a\u6cd5\u5e38\u628a agent evaluation \u58d3\u7e2e\u6210\u975c\u614b\u554f\u7b54\u3001\u56fa\u5b9a\u8ecc\u8de1\u91cd\u64ad\uff0c\u6216\u8005\u53ea\u770b\u6700\u5f8c\u7b54\u6848\uff1b\u4f5c\u8005\u660e\u78ba\u6539\u7528 three-role closed-loop evaluation framework\uff0c\u5c07 executor\u3001hidden answer supervisor \u540c public user simulator \u5206\u958b\u3002\u5462\u500b\u8a2d\u8a08\u7684\u91cd\u9ede\uff0c\u662f\u540c\u6642\u6aa2\u67e5\u4ee3\u7406\u9ede\u6a23\u884c\u52d5\u3001\u9014\u4e2d\u6709\u5187\u504f\u96e2\u3001\u6536\u5230\u56de\u994b\u5f8c\u80fd\u5426\u7e7c\u7e8c\u4fee\u6b63\uff0c\u800c\u5514\u4fc2\u53ea\u8a08\u4e00\u6b21\u8f38\u51fa\u5571\u5514\u5571\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u958b\u7248\u672c\u63d0\u4f9b 400 \u500b\u96d9\u8a9e\u4efb\u52d9\uff0c\u82f1\u6587\u8207\u4e2d\u6587\u5404 200 \u500b\uff0c\u8986\u84cb Skill Usage\u3001Exploration\u3001Long Context\u3001Multimodal\u3001Cross Platform \u4e94\u985e\u80fd\u529b\u3002\u90e8\u7f72\u601d\u8def\u4ea6\u7b97\u6e05\u6670\uff1a\u5009\u5eab\u5df2\u653e\u5165 packaged task resources\u3001Docker-based runtimes\u3001distributed dispatch scripts\uff0c\u540c\u57cb\u53ef\u6aa2\u8996 leaderboard\u3001trace\u3001artifacts \u8207 timeline \u7684 WebUI\uff1b\u8981\u8dd1\u6e2c\u8a66\uff0c\u6838\u5fc3\u5176\u5be6\u662f\u5148\u586b\u597d executor\u3001Codex provider \u540c API keys \u76f8\u95dc\u8a2d\u5b9a\u6a94\uff0c\u518d\u7528\u5b83\u7684\u57f7\u884c\u74b0\u5883\u6279\u6b21\u8a55\u4f30\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528 three-role \u9589\u74b0\u8a55\u6e2c\u53d6\u4ee3\u4e00\u6b21\u6027\u7b54\u984c<\/li>\n<li>\u4efb\u52d9\u540c\u6642\u6d89\u53ca browser\u3001files\u3001GUI apps \u8207\u5176\u4ed6\u5de5\u5177<\/li>\n<li>400 \u500b\u96d9\u8a9e\u4efb\u52d9\uff0c\u8f03\u6613\u6aa2\u67e5\u8de8\u8a9e\u8a00\u7a69\u5b9a\u6027<\/li>\n<li>WebUI \u53ef\u56de\u770b traces\u3001artifacts \u540c\u793a\u7bc4\u6d41\u7a0b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f9e\u88dc\u5145\u8cc7\u6599\u770b\uff0c\u4f5c\u8005\u60f3\u6307\u51fa\u7684\u53d6\u5411\u5e7e\u9bae\u660e\uff1aframework choice \u5c0d\u80fd\u529b\u8868\u73fe\u7684\u5f71\u97ff\uff0c\u5f80\u5f80\u6bd4 model choice \u66f4\u5927\uff0c\u800c long-context \u8207 multimodal \u4ecd\u662f\u4e3b\u8981\u74f6\u9838\u3002\u76f8\u95dc\u6a21\u578b\u8207\u7d44\u5408\u4ea6\u6709\u5217\u51fa\uff0c\u4f8b\u5982 GPT-5.4\u3001Claude Opus-4.8\u3001Kimi-2.6\uff0c\u4e26\u914d\u5408 OpenClaw\u3001EDICT\u3001Nanobot \u7b49\u6846\u67b6\u6bd4\u8f03\uff1b\u5c0d\u7814\u7a76 agent system\u3001\u4f01\u696d\u5167\u90e8\u81ea\u52d5\u5316\u6d41\u7a0b\uff0c\u6216\u8005\u60f3\u5efa\u7acb\u8f03\u5b8c\u6574\u8a55\u6e2c\u6d41\u6c34\u7dda\u7684\u5718\u968a\uff0c\u9019\u500b\u9805\u76ee\u7684\u53c3\u8003\u50f9\u503c\u9ad8\u904e\u55ae\u7d14\u770b\u6392\u884c\u699c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/uniclawbench.github.io\/#\/home\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/HKU-MMLab\/UniClawBench\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.08768\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8981\u6bd4\u8f03\u4e3b\u52d5\u5f0f AI agents\uff0c\u55ae\u770b\u55ae\u8f2a\u7b54\u984c\u5df2\u7d93\u5514\u5920\u3002UniClawBench\u628a\u5de5\u5177\u64cd\u4f5c\u3001\u700f\u89bd\u5668\u3001\u6a94\u6848\u540c GUI \u6d41\u7a0b\u653e\u5165\u540c\u4e00\u500b\u9589\u74b0\u8a55\u6e2c\u3002<\/p>\n","protected":false},"author":8,"featured_media":10131,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,169,153,116,137,119,191,190,197,199,201],"tags":[],"class_list":["post-10132","post","type-post","status-publish","format-standard","hentry","category-133","category-169","category-openai","category-agentic","category-api","category-119","category-anthropic","category-openclaw","category-framework","category-dataset-","category-skill-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10132","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=10132"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10132\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10131"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10132"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10132"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}