{"id":11185,"date":"2026-08-18T21:24:28","date_gmt":"2026-08-18T13:24:28","guid":{"rendered":"https:\/\/infernews.com\/blog\/trace-bench\/"},"modified":"2026-08-18T21:24:28","modified_gmt":"2026-08-18T13:24:28","slug":"trace-bench","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/trace-bench\/","title":{"rendered":"TRACE-Bench \u62c6\u89e3\u591a\u53c3\u8003\u751f\u5716\u5931\u8aa4\u4f86\u6e90"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/og-tracebench.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210\u5716\u7247\u6642\u540c\u6642\u5f15\u7528\u591a\u5f35\u53c3\u8003\u5716\uff0c\u6700\u96e3\u7684\u5730\u65b9\u5f80\u5f80\u5514\u4fc2\u756b\u9762\u5920\u5514\u5920\u5b8c\u6574\uff0c\u800c\u4fc2\u6a21\u578b\u6709\u5187\u6e96\u78ba\u4fdd\u7559\u6307\u5b9a\u4e3b\u9ad4\u3001\u62bd\u51fa\u6b63\u78ba\u5c6c\u6027\uff0c\u518d\u7d81\u5230\u5571\u5605\u76ee\u6a19\u4e0a\u3002TRACE-Bench\u5c6c\u65bc Multi-Reference Image Generation Benchmark\uff0c\u8655\u7406\u7684\u6b63\u662f\u9019\u985e\u300c\u6210\u54c1\u770b\u4f3c\u5408\u7406\uff0c\u4f46\u7d30\u7bc0\u8981\u6c42\u9010\u9805\u51fa\u932f\u300d\u7684\u8a55\u4f30\u554f\u984c\u3002\u5b83\u4e0d\u518d\u53ea\u7528\u4e00\u500b\u7e3d\u5206\u5224\u65b7\u597d\u58de\uff0c\u800c\u662f\u628a\u6bcf\u689d\u63d0\u793a\u62c6\u6210\u53ef\u8ffd\u8e64\u7684\u80fd\u529b\u6b65\u9a5f\uff0c\u8b93\u7814\u7a76\u8005\u77e5\u9053\u932f\u8aa4\u767c\u751f\u5728\u8eab\u4efd\u4fdd\u7559\u3001\u5c6c\u6027\u62bd\u96e2\u3001\u5c6c\u6027\u7d81\u5b9a\uff0c\u9084\u662f\u591a\u5143\u7d20\u69cb\u5716\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u57fa\u6e96\u6700\u6838\u5fc3\u7684\u505a\u6cd5\uff0c\u662f\u7528\u56db\u500b\u539f\u5b50\u64cd\u4f5c\u7d71\u4e00\u8cc7\u6599\u5efa\u69cb\u3001\u8a55\u5206\u8207\u8a3a\u65b7\u6d41\u7a0b\uff1aAnchor\u8ca0\u8cac\u9396\u5b9a\u4e26\u4fdd\u7559\u53c3\u8003\u4e3b\u9ad4\u7684\u8eab\u4efd\u7279\u5fb5\uff0cDisentangle\u8ca0\u8cac\u628a\u67d0\u500b\u5c6c\u6027\u5f9e\u539f\u672c\u8f09\u9ad4\u62bd\u96e2\uff0cApply\u8ca0\u8cac\u628a\u62bd\u51fa\u7684\u5c6c\u6027\u81ea\u7136\u5730\u5957\u5230\u6307\u5b9a\u76ee\u6a19\uff0cCompose\u5247\u8ca0\u8cac\u5728\u7a7a\u9593\u3001\u95dc\u4fc2\u6216\u6574\u9ad4\u5834\u666f\u9650\u5236\u4e0b\u5b89\u6392\u591a\u500b\u5167\u5bb9\u3002TRACE-Bench\u628a\u6bcf\u500b prompt \u8868\u9054\u6210 compositional formula\uff0c\u4ee4\u591a\u53c3\u8003\u751f\u6210\u4e0d\u518d\u53ea\u6309\u300c\u98a8\u683c\u8f49\u79fb\u300d\u6216\u300c\u4e3b\u9ad4\u7d44\u5408\u300d\u9019\u985e\u7c97\u5206\u985e\u4f86\u770b\uff0c\u800c\u662f\u6309\u80fd\u529b\u9700\u6c42\u9010\u5c64\u62c6\u89e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u548c\u5e38\u898b benchmark \u7684\u5dee\u7570\uff0c\u5728\u65bc\u8a55\u4f30\u55ae\u4f4d\u7531\u4efb\u52d9\u985e\u578b\u6539\u6210\u80fd\u529b\u7d44\u5408\u3002\u539f\u6709\u505a\u6cd5\u5bb9\u6613\u51fa\u73fe\u8986\u84cb\u4e0d\u8db3\u3001\u6848\u4f8b\u96e3\u5ea6\u96e3\u6bd4\u8f03\u3001\u5931\u6557\u539f\u56e0\u4e0d\u900f\u660e\u7b49\u554f\u984c\uff1bTRACE-Bench\u5247\u628a\u540c\u4e00\u5957\u516c\u5f0f\u7d50\u69cb\u7528\u65bc\u6848\u4f8b\u751f\u6210\u8207\u5c0d\u9f4a\u8a55\u5206\uff0c\u4e26\u8981\u6c42\u53c3\u8003\u8cc7\u8a0a\u6709\u7cbe\u6e96 grounding\u3002\u8cc7\u6599\u898f\u6a21\u65b9\u9762\uff0c\u9019\u500b benchmark \u7d04\u67091,600\u500b evaluation cases\u3001631\u500b\u516c\u5f0f\u6a21\u677f\u3001\u7d044,000\u5f35 reference images\uff0c\u8986\u84cb1\u81f38\u500b operator slots\uff0c\u4e26\u8a55\u4f30\u4e869\u500b\u9818\u5148\u6a21\u578b\u3002\u73fe\u6709\u7d50\u679c\u986f\u793a\uff0c\u771f\u6b63\u7684\u74f6\u9838\u4e3b\u8981\u843d\u5728 attribute disentanglement \u540c binding\uff0c\u4e0d\u662f\u55ae\u7d14\u7684\u5834\u666f\u7d1a composition\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u6a21\u578b\u7814\u7a76\u3001\u5f71\u50cf\u751f\u6210\u5de5\u4f5c\u6d41\u8a2d\u8a08\uff0c\u751a\u81f3\u8981\u6311\u9078\u8a55\u6e2c\u65b9\u6cd5\u7684\u5718\u968a\u4f86\u8aaa\uff0cTRACE-Bench\u7684\u50f9\u503c\u5728\u65bc\u5b83\u80fd\u628a\u300c\u751f\u6210\u5f97\u5514\u932f\u300d\u9019\u7a2e\u7c60\u7d71\u5370\u8c61\u62c6\u6210\u5177\u9ad4\u80fd\u529b\u5730\u5716\u3002\u7576\u6848\u4f8b\u5931\u6557\u6642\uff0c\u5b83\u9084\u6703\u7528\u905e\u8ff4\u7c21\u5316\u65b9\u5f0f\u505a diagnosis\uff0c\u9010\u6b65\u5b9a\u4f4d\u5e72\u64fe\u4f86\u81ea\u54ea\u4e00\u500b\u53c3\u8003\u9700\u6c42\u3002\u5c0d\u65bc\u60f3\u6539\u9032\u591a\u5716\u689d\u4ef6\u751f\u6210\u3001\u6e2c\u8a66 reference-following \u80fd\u529b\uff0c\u6216\u8005\u5206\u6790\u6a21\u578b\u70ba\u4f55\u7d93\u5e38\u628a\u5c6c\u6027\u5957\u932f\u5c0d\u8c61\u7684\u4eba\uff0c\u9019\u7a2e\u53ef\u8ffd\u6eaf\u7d50\u69cb\u6bd4\u55ae\u4e00\u7e3d\u5206\u66f4\u6709\u7528\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u56db\u500b\u64cd\u4f5c\u7b26\u63cf\u8ff0\u591a\u53c3\u8003\u751f\u6210\uff1aAnchor\u3001Disentangle\u3001Apply\u3001Compose\u3002<\/li>\n<li>\u6bcf\u500b prompt \u90fd\u53ef\u5beb\u6210 compositional formula\uff0c\u65b9\u4fbf\u63a7\u5236\u8907\u96dc\u5ea6\u8207\u5c0d\u9f4a\u8a55\u5206\u3002<\/li>\n<li>\u7d041,600\u500b\u6848\u4f8b\u6db5\u84cb1\u81f38\u500b operator slots\uff0c\u8cc7\u6599\u4f86\u81ea\u7d044,000\u5f35\u53c3\u8003\u5716\u3002<\/li>\n<li>\u4e5d\u500b\u6a21\u578b\u7684\u8a55\u4f30\u7d50\u679c\u6307\u51fa\uff0c\u5c6c\u6027\u62bd\u96e2\u8207\u5c6c\u6027\u7d81\u5b9a\u6bd4\u5834\u666f\u69cb\u5716\u66f4\u5e38\u6210\u70ba\u74f6\u9838\u3002<\/li>\n<li>\u539f\u59cb\u8cc7\u6599\u805a\u7126 benchmark \u8a2d\u8a08\u8207\u8a3a\u65b7\u65b9\u6cd5\uff0c\u672a\u63d0\u4f9b\u4e00\u822c\u8b80\u8005\u53ef\u76f4\u63a5\u4e0b\u8f09\u6216\u90e8\u7f72\u7684\u5b8c\u6574\u4f7f\u7528\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6574\u9ad4\u4f86\u770b\uff0cTRACE-Bench\u4e0d\u662f\u518d\u589e\u52a0\u4e00\u6279\u300c\u770b\u5716\u611f\u89ba\u5dee\u4e0d\u591a\u300d\u7684\u6e2c\u8a66\u984c\uff0c\u800c\u662f\u628a\u591a\u53c3\u8003\u751f\u5716\u6700\u96e3\u8655\u7406\u7684\u4f9d\u8cf4\u95dc\u4fc2\u5beb\u6210\u53ef\u5206\u6790\u3001\u53ef\u6bd4\u8f03\u3001\u53ef\u56de\u6eaf\u7684\u7d50\u69cb\u3002\u7576\u6a21\u578b\u8981\u540c\u6642\u8a18\u4f4f\u8ab0\u662f\u8ab0\u3001\u54ea\u500b\u5c6c\u6027\u8981\u62bd\u51fa\u3001\u53c8\u8981\u5957\u5230\u54ea\u500b\u5be6\u9ad4\u4e0a\u6642\uff0c\u9019\u5957\u65b9\u6cd5\u66f4\u80fd\u53cd\u6620\u80fd\u529b\u4e0a\u9650\u8207\u5931\u8aa4\u6a21\u5f0f\uff0c\u4e5f\u8b93\u5f8c\u7e8c\u6539\u9032\u6709\u66f4\u6e05\u6670\u7684\u843d\u9ede\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/amuseum-whr.github.io\/TraceBench\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u5f35\u53c3\u8003\u5716\u751f\u6210\u5f97\u4f3c\uff0c\u672a\u5fc5\u4ee3\u8868\u6bcf\u500b\u8981\u6c42\u90fd\u505a\u5c0d\u3002TRACE-Bench\u628a\u5931\u8aa4\u62c6\u6210\u53ef\u8ffd\u8e64\u80fd\u529b\uff0c\u65b9\u4fbf\u770b\u6e05\u6a21\u578b\u771f\u6b63\u5361\u5728\u54ea\u88cf\u3002<\/p>\n","protected":false},"author":8,"featured_media":11184,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[30,162,197,199],"tags":[],"class_list":["post-11185","post","type-post","status-publish","format-standard","hentry","category-image","category-ai-productions","category-framework","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11185","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=11185"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11185\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11184"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11185"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11185"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}