{"id":4942,"date":"2026-03-17T16:29:43","date_gmt":"2026-03-17T08:29:43","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=4942"},"modified":"2026-03-17T16:29:43","modified_gmt":"2026-03-17T08:29:43","slug":"202603-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-comprehensive-and-dedicated-metrics-for-evaluating-ai-generated-residential-floor-plans","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202603-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-comprehensive-and-dedicated-metrics-for-evaluating-ai-generated-residential-floor-plans\/","title":{"rendered":"202603 \u8bba\u6587\u7814\u8bfb-Comprehensive and Dedicated Metrics for Evaluating AI-Generated Residential Floor Plans"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1aPengyu Zeng\uff0cJun Yin\uff0cYan Gao\uff0cJizhizi Li<\/p>\n\n\n\n<p>\u4f5c\u8005\u5355\u4f4d\uff1aShenzhen International Graduate School, Tsinghua University, Shenzhen, China<\/p>\n\n\n\n<p>\u6765\u6e90\uff1aBuildings<\/p>\n\n\n\n<p>\u65f6\u95f4\uff1a2025\u5e745\u670815\u65e5<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u80cc\u666f<\/h2>\n\n\n\n<p>\u968f\u7740 AI \u5728\u4f4f\u5b85\u5e73\u9762\u751f\u6210\u4e2d\u7684\u5e94\u7528\u8d8a\u6765\u8d8a\u591a\uff0c\u81ea\u52a8\u751f\u6210\u4f4f\u5b85\u5e73\u9762\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u8bbe\u8ba1\u6548\u7387\u3001\u51cf\u5c11\u91cd\u590d\u52b3\u52a8\u3001\u5feb\u901f\u63d0\u4f9b\u5927\u91cf\u5019\u9009\u65b9\u6848\uff0c\u4f46\u4e00\u4e2a\u6838\u5fc3\u95ee\u9898\u59cb\u7ec8\u6ca1\u6709\u88ab\u5f88\u597d\u89e3\u51b3\u2014\u2014\u5982\u4f55\u8bc4\u4ef7 AI \u751f\u6210\u7684\u4f4f\u5b85\u5e73\u9762\u5230\u5e95\u597d\u4e0d\u597d\u3002\u73b0\u6709\u5de5\u4f5c\u5927\u591a\u501f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u6216\u56fe\u7ed3\u6784\u9886\u57df\u7684\u901a\u7528\u6307\u6807\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>FID<\/strong><\/li>\n\n\n\n<li><strong>PSNR<\/strong><\/li>\n\n\n\n<li><strong>SSIM<\/strong><\/li>\n\n\n\n<li><strong>IoU<\/strong><\/li>\n\n\n\n<li><strong>GED<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f46\u4f5c\u8005\u6307\u51fa\uff0c\u8fd9\u4e9b\u6307\u6807\u5e76\u4e0d\u662f\u4e3a\u5efa\u7b51\u5e73\u9762\u8bbe\u8ba1\u7684\uff0c\u5b58\u5728\u660e\u663e\u7f3a\u9677\uff1a\u96be\u4ee5\u4f53\u73b0\u8bbe\u8ba1\u53ef\u89e3\u91ca\u6027\uff1b\u4e0d\u80fd\u5145\u5206\u53cd\u6620\u623f\u95f4\u6570\u91cf\u662f\u5426\u7b26\u5408\u9700\u6c42\uff1b\u4e0d\u80fd\u5168\u9762\u53cd\u6620\u623f\u95f4\u8fde\u63a5\u5173\u7cfb\u3001\u4f4d\u7f6e\u671d\u5411\u3001\u51e0\u4f55\u7279\u5f81\u3002\u56e0\u6b64\uff0c\u8bba\u6587\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff1a\u4e3a AI \u751f\u6210\u4f4f\u5b85\u5e73\u9762\u5efa\u7acb\u4e00\u5957\u66f4\u7b26\u5408\u5efa\u7b51\u9886\u57df\u9700\u6c42\u7684\u4e13\u7528\u8bc4\u4ef7\u4f53\u7cfb\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3b\u8981\u8d21\u732e<\/h2>\n\n\n\n<p>\u4f5c\u8005\u5728\u8bba\u6587\u4e2d\u603b\u7ed3\u4e86\u4e09\u70b9\u4e3b\u8981\u8d21\u732e\u3002<\/p>\n\n\n\n<p><strong>\uff081\uff09\u63d0\u51fa\u4e13\u7528\u8bc4\u4ef7\u6846\u67b6 RFP-A<\/strong><\/p>\n\n\n\n<p>\u4f5c\u8005\u63d0\u51fa\u4e86 Residential Floor Plan Assessment\uff08RFP-A\uff09\uff0c\u7528\u4e8e\u4ece\u5efa\u7b51\u5b66\u89d2\u5ea6\u7cfb\u7edf\u8bc4\u4ef7 AI \u751f\u6210\u4f4f\u5b85\u5e73\u9762\uff0c\u65e2\u80fd\u8bc4\u4ef7\u51c6\u786e\u6027\uff0c\u4e5f\u80fd\u8bc4\u4ef7\u591a\u6837\u6027\u3002<\/p>\n\n\n\n<p><strong>\uff082\uff09\u63d0\u51fa\u66f4\u9002\u5408\u4f4f\u5b85\u5e73\u9762\u7684\u4e13\u7528\u6307\u6807<\/strong><\/p>\n\n\n\n<p>\u4f5c\u8005\u57fa\u4e8e\u539f\u6709 GED \u548c IoU\uff0c\u8bbe\u8ba1\u4e86\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RFP-GED<\/strong><\/li>\n\n\n\n<li><strong>RFP-IoU<\/strong><br>\u4ece\u800c\u66f4\u597d\u5730\u8bc4\u4f30\uff1a\u623f\u95f4\u8fde\u63a5\u5173\u7cfb\uff1b\u623f\u95f4\u4f4d\u7f6e\uff1b\u623f\u95f4\u5927\u5c0f\u548c\u5f62\u72b6\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\uff083\uff09\u7528\u65b0\u6846\u67b6\u7cfb\u7edf\u8bc4\u6d4b\u73b0\u6709 6 \u4e2a\u751f\u6210\u6a21\u578b<\/strong><\/p>\n\n\n\n<p>\u8bba\u6587\u7528 RFP-A \u5bf9 6 \u4e2a\u4e3b\u6d41\u4f4f\u5b85\u5e73\u9762\u751f\u6210\u6a21\u578b\u505a\u4e86\u7cfb\u7edf\u6bd4\u8f83\uff0c\u53d1\u73b0\u5f88\u591a\u6a21\u578b\u867d\u7136\u4f20\u7edf\u6307\u6807\u4e0d\u9519\uff0c\u4f46\u5b9e\u9645\u751f\u6210\u7ed3\u679c\u5e76\u4e0d\u6ee1\u8db3\u5efa\u7b51\u8bbe\u8ba1\u8981\u6c42\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u672f\u65b9\u6cd5<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>RFP-GED<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"456\" height=\"369\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-53.png\" alt=\"\" class=\"wp-image-4967\" style=\"width:310px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-53.png 456w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-53-300x243.png 300w\" sizes=\"auto, (max-width: 456px) 100vw, 456px\" \/><\/figure>\n\n\n\n<p>\u539f\u59cb GED \u7684\u95ee\u9898\u6709\u4e24\u4e2a\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u4ee3\u4ef7\u9ad8<\/li>\n\n\n\n<li>\u628a\u201c\u95e8\u8fde\u63a5\u201d\u548c\u201c\u5899\u8fde\u63a5\u201d\u89c6\u4e3a\u540c\u6837\u91cd\u8981\uff0c\u4e0d\u7b26\u5408\u4f4f\u5b85\u7a7a\u95f4\u7684\u5b9e\u9645\u8bed\u4e49\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u4f5c\u8005\u8bbe\u8ba1\u4e86 <strong>RFP-GED<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7ed9\u95e8\u8fde\u63a5\u8d4b\u503c <strong>2<\/strong><\/li>\n\n\n\n<li>\u7ed9\u5899\u8fde\u63a5\u8d4b\u503c <strong>1<\/strong><\/li>\n\n\n\n<li>\u65e0\u8fde\u63a5\u8d4b\u503c <strong>-1<\/strong><\/li>\n\n\n\n<li>\u4e3a\u6bcf\u4e2a\u623f\u95f4\u6784\u5efa\u4fee\u6539\u4ee3\u4ef7\u77e9\u9635<\/li>\n\n\n\n<li>\u6309\u623f\u95f4\u7c7b\u578b\u987a\u5e8f\u8ba1\u7b97\u5dee\u5f02\u5e76\u8fdb\u884c\u63d0\u524d\u505c\u6b62\uff0c\u4ee5\u51cf\u5c11\u8ba1\u7b97\u91cf\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>RFP-IoU<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"495\" height=\"439\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-54.png\" alt=\"\" class=\"wp-image-4968\" style=\"width:224px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-54.png 495w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-54-300x266.png 300w\" sizes=\"auto, (max-width: 495px) 100vw, 495px\" \/><\/figure>\n\n\n\n<p>\u539f\u59cb IoU \u7684\u95ee\u9898\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5bf9\u6574\u4f53\u4f4d\u7f6e\u53d8\u5316\u592a\u654f\u611f<\/li>\n\n\n\n<li>\u7528 bounding box \u65f6\u53ea\u80fd\u7c97\u7565\u6bd4\u8f83\u9762\u79ef\uff0c\u96be\u4ee5\u7cbe\u7ec6\u6bd4\u8f83\u623f\u95f4\u5f62\u72b6\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f5c\u8005\u63d0\u51fa\u7684 <strong>RFP-IoU<\/strong> \u505a\u6cd5\u662f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5148\u628a\u4f4f\u5b85\u5e73\u9762\u62c6\u5206\u6210\u4e00\u4e2a\u4e2a\u623f\u95f4<\/li>\n\n\n\n<li>\u5bf9\u540c\u7c7b\u623f\u95f4\u505a\u5bf9\u9f50\uff0c\u6d88\u9664\u6574\u4f53\u5e73\u79fb\u5f71\u54cd<\/li>\n\n\n\n<li>\u5206\u522b\u8ba1\u7b97\u5bf9\u5e94\u623f\u95f4\u7684 IoU<\/li>\n\n\n\n<li>\u6700\u540e\u5bf9\u6240\u6709\u623f\u95f4\u7684\u7ed3\u679c\u6c42\u5e73\u5747\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u4e2a\u65b9\u6cd5\u80fd\u66f4\u51c6\u786e\u8bc4\u4f30\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u623f\u95f4\u5927\u5c0f\u5dee\u5f02<\/li>\n\n\n\n<li>\u623f\u95f4\u5f62\u72b6\u5dee\u5f02<br>\u540c\u65f6\u907f\u514d\u7531\u4e8e\u6574\u5f20\u5e73\u9762\u56fe\u79fb\u52a8\u4f4d\u7f6e\u5e26\u6765\u7684\u8bef\u5224\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9e\u9a8c\u5206\u6790<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">\u76f8\u5173\u6027\u5206\u6790<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1005\" height=\"879\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-55.png\" alt=\"\" class=\"wp-image-4969\" style=\"width:302px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-55.png 1005w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-55-300x262.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-55-768x672.png 768w\" sizes=\"auto, (max-width: 1005px) 100vw, 1005px\" \/><\/figure>\n\n\n\n<p>\u4f5c\u8005\u4ece RPLAN \u6570\u636e\u96c6 \u4e2d\u91c7\u6837\u4e86 100 \u4e07\u5bf9\u8bbe\u8ba1\u6837\u672c\uff0c\u8ba1\u7b97\u591a\u79cd\u8bc4\u4ef7\u6307\u6807\u4e4b\u95f4\u7684 Pearson \u76f8\u5173\u7cfb\u6570\uff0c\u5e76\u5206\u6790\u5404\u6307\u6807\u662f\u4e0d\u662f\u5728\u6d4b\u91cf\u76f8\u540c\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u4e3b\u8981\u53d1\u73b0\u6709\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>FID<\/strong> \u4e0e\u5176\u4ed6\u6307\u6807\u51e0\u4e4e\u6ca1\u6709\u76f8\u5173\u6027\uff0c\u8bf4\u660e\u5b83\u5f88\u96be\u6709\u6548\u53cd\u6620\u4f4f\u5b85\u5e73\u9762\u7684\u6838\u5fc3\u7279\u5f81<\/li>\n\n\n\n<li><strong>GED \u4e0e RFP-GED<\/strong> \u9ad8\u76f8\u5173\uff0c\u8bf4\u660e RFP-GED\u7ee7\u627f\u4e86\u56fe\u7ed3\u6784\u6bd4\u8f83\u80fd\u529b<\/li>\n\n\n\n<li><strong>RFP-GED<\/strong> \u4e0e\u5176\u4ed6\u6307\u6807\u57fa\u672c\u72ec\u7acb\uff0c\u8bf4\u660e\u5b83\u786e\u5b9e\u5728\u8bc4\u4f30\u201c\u56fe\u8fde\u63a5\u201d\u8fd9\u4e00\u7279\u5b9a\u7ef4\u5ea6<\/li>\n\n\n\n<li><strong>RFP-IoU \u4e0e IoU<\/strong> \u6709\u76f8\u5173\u6027\uff0c\u4f46 RFP-IoU\u66f4\u4e13\u6ce8\u4e8e\u51e0\u4f55\u7279\u5f81<\/li>\n\n\n\n<li><strong>PSNR \u4e0e SSIM<\/strong> \u9ad8\u5ea6\u76f8\u5173\uff0c\u8bf4\u660e\u5b83\u4eec\u672c\u8d28\u4e0a\u90fd\u5728\u8bc4\u4f30\u56fe\u50cf\u8d28\u91cf\uff0c\u800c\u4e0d\u662f\u5efa\u7b51\u7a7a\u95f4\u8d28\u91cf\u3002<\/li>\n\n\n\n<li>\u4f5c\u8005\u4e0d\u4ec5\u8bf4\u81ea\u5df1\u7684\u6307\u6807\u66f4\u597d\uff0c\u8fd8\u8bc1\u660e\u4e86\u5b83\u4eec\u5728\u4fe1\u606f\u7ef4\u5ea6\u4e0a\u66f4\u72ec\u7acb\u3001\u66f4\u6709\u9488\u5bf9\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u8ba1\u7b97\u6548\u7387\u5206\u6790<\/h4>\n\n\n\n<p>\u4f5c\u8005\u91cd\u70b9\u6bd4\u8f83\u4e86 RFP-GED \u4e0e\u539f\u59cb GED \u7684\u6548\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"873\" height=\"472\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-56.png\" alt=\"\" class=\"wp-image-4970\" style=\"width:409px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-56.png 873w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-56-300x162.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-56-768x415.png 768w\" sizes=\"auto, (max-width: 873px) 100vw, 873px\" \/><\/figure>\n\n\n\n<p>\u5355\u5f20\u56fe\u6bd4\u8f83\uff0c\u5728\u4e24\u79cd\u573a\u666f\u4e0b\uff0cRFP-GED \u90fd\u660e\u663e\u5feb\u4e8e GED\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"224\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-57.png\" alt=\"\" class=\"wp-image-4971\" style=\"width:460px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-57.png 852w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-57-300x79.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-57-768x202.png 768w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n\n\n\n<p>\u591a\u56fe\u5206\u7c7b\u6bd4\u8f83\uff0c\u4f5c\u8005\u6307\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GED \u590d\u6742\u5ea6\u662f <strong>O(L\u00b2)<\/strong><\/li>\n\n\n\n<li>RFP-GED \u590d\u6742\u5ea6\u662f <strong>O(LlogL)<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u8bf4\u660e RFP-GED \u5728\u5927\u89c4\u6a21\u8bc4\u4ef7\u65f6\u4f18\u52bf\u975e\u5e38\u660e\u663e\uff0c\u975e\u5e38\u9002\u5408\u201c\u6279\u91cf\u751f\u6210\u2014\u6279\u91cf\u7b5b\u9009\u201d\u7684 AI \u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5bf9 6 \u4e2a\u751f\u6210\u6a21\u578b\u7684\u8bc4\u6d4b<\/h4>\n\n\n\n<p>\u4f5c\u8005\u628a 6 \u4e2a\u4e3b\u6d41\u4f4f\u5b85\u5e73\u9762\u751f\u6210\u6a21\u578b\u6309<strong>\u8f93\u5165\u6761\u4ef6<\/strong>\u5206\u6210 4 \u7c7b\uff0c\u5e76\u5c55\u793a\u4e86\u5b83\u4eec\u751f\u6210\u51fa\u6765\u7684\u5e73\u9762\u56fe\u957f\u4ec0\u4e48\u6837\u3002\u8bba\u6587\u660e\u786e\u5199\u5230\uff0c\u8fd9 6 \u4e2a\u6a21\u578b\u5305\u62ec\uff1a<br>(1) \u56fe\u8f93\u5165\uff1aHouseGAN\u3001HouseGAN++\u3001HouseDiffusion\uff1b<br>(2) \u623f\u95f4\u7ea6\u675f\u8f93\u5165\uff1aGraph2Plan\uff1b<br>(3) \u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff1aTell2Design\uff1b<br>(4) \u5b9e\u4f8b\u8f93\u5165\uff1aFloorplanDiffusion\u3002\u4f5c\u8005\u8fd8\u8bf4\u660e\uff0c\u4e3a\u4fdd\u8bc1\u6bd4\u8f83\u516c\u5e73\uff0c\u4ed6\u4eec\u5728\u4e09\u79cd\u6237\u578b\u9700\u6c42\u4e0b\u5404\u751f\u6210\u4e86 1000 \u5f20\u5e73\u9762\u56fe\u505a\u8bc4\u6d4b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"828\" height=\"310\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-58.png\" alt=\"\" class=\"wp-image-4972\" style=\"width:511px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-58.png 828w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-58-300x112.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-58-768x288.png 768w\" sizes=\"auto, (max-width: 828px) 100vw, 828px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"631\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-59-1024x631.png\" alt=\"\" class=\"wp-image-4973\" style=\"width:472px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-59-1024x631.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-59-300x185.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-59-768x473.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2026\/03\/image-59.png 1128w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7b2c\u4e8c\u5f20\u8868\u7ed9\u51fa\u4e86\u8fd9 6 \u4e2a\u6a21\u578b\u5728 RFP-A \u548c\u4f20\u7edf\u6307\u6807\u4e0b\u7684\u6bd4\u8f83\u7ed3\u679c\u3002\u6700\u5173\u952e\u7684\u53d1\u73b0\u662f\uff0c\u53ea\u6709 HouseDiffusion \u548c FloorplanDiffusion \u5728\u4e09\u79cd\u4efb\u52a1\u4e0b\u90fd\u4fdd\u6301\u4e86 90% \u4ee5\u4e0a\u7684\u623f\u95f4\u6570\u91cf\u51c6\u786e\u7387\uff0c\u8bf4\u660e\u6269\u6563\u6a21\u578b\u5728\u6ee1\u8db3\u8bbe\u8ba1\u8981\u6c42\u65b9\u9762\u660e\u663e\u4f18\u4e8e GAN \u7c7b\u6a21\u578b\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u4e0d\u540c\u6a21\u578b\u5728\u591a\u6837\u6027\u7ef4\u5ea6\u4e0a\u5404\u6709\u4f18\u52bf\uff1aFloorplanDiffusion \u7684\u56fe\u7ed3\u6784\u591a\u6837\u6027\u6700\u597d\uff0cHouseDiffusion \u7684\u4f4d\u7f6e\u591a\u6837\u6027\u6700\u597d\uff0cHouseGAN \u7684\u51e0\u4f55\u591a\u6837\u6027\u6700\u597d\uff0c\u6ca1\u6709\u4efb\u4f55\u6a21\u578b\u5728\u6240\u6709\u7ef4\u5ea6\u90fd\u5360\u4f18\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u603b\u7ed3<\/h2>\n\n\n\n<p>\u8fd9\u7bc7\u8bba\u6587\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\uff1a<br>\u5b83\u6ca1\u6709\u518d\u53bb\u5377\u201c\u751f\u6210\u6a21\u578b\u201d\uff0c\u800c\u662f\u8f6c\u5411\u4e86\u4e00\u4e2a\u66f4\u57fa\u7840\u4f46\u66f4\u5173\u952e\u7684\u95ee\u9898\u2014\u2014\u5982\u4f55\u8bc4\u4ef7 AI \u751f\u6210\u4f4f\u5b85\u5e73\u9762\u3002\u4f5c\u8005\u63d0\u51fa\u7684 RFP-A \u5c06\u8bc4\u4ef7\u62c6\u6210\u623f\u95f4\u6570\u91cf\u3001\u8fde\u63a5\u5173\u7cfb\u3001\u4f4d\u7f6e\u671d\u5411\u548c\u51e0\u4f55\u7279\u5f81\u56db\u4e2a\u5c42\u6b21\uff0c\u4f7f\u5f97\u8bc4\u4ef7\u66f4\u5168\u9762\u3001\u66f4\u53ef\u89e3\u91ca\uff0c\u4e5f\u66f4\u9002\u5408\u5efa\u7b51\u8bbe\u8ba1\u5b9e\u9645\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u4f5c\u8005\u6700\u7ec8\u5f97\u51fa\u4e09\u70b9\u91cd\u8981\u7ed3\u8bba\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>RFP-A 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[&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4942","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4942","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=4942"}],"version-history":[{"count":1,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4942\/revisions"}],"predecessor-version":[{"id":4974,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4942\/revisions\/4974"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=4942"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=4942"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=4942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}