{"id":11389,"date":"2026-08-25T02:13:35","date_gmt":"2026-08-24T18:13:35","guid":{"rendered":"https:\/\/infernews.com\/blog\/unispace\/"},"modified":"2026-08-25T02:13:35","modified_gmt":"2026-08-24T18:13:35","slug":"unispace","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/unispace\/","title":{"rendered":"UniSpace\uff1a\u628a\u7406\u89e3\u3001\u751f\u6210\u8207\u7de8\u8f2f\u653e\u9032\u540c\u4e00\u8996\u89ba\u7a7a\u9593"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/pasted-fee49603c9ad.jpg\" alt=\"UniSpace logo\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f71\u50cf\u6a21\u578b\u5f80\u5f80\u8981\u5728\u8a9e\u610f\u7406\u89e3\u8207\u756b\u9762\u7d30\u7bc0\u4e4b\u9593\u53d6\u6368\uff0cUniSpace \u4ee5\u7d71\u4e00\u8996\u89ba\u8868\u793a\u540c\u6642\u8655\u7406\u7406\u89e3\u3001\u751f\u6210\u548c\u6307\u4ee4\u5f0f\u7de8\u8f2f\uff0c\u5b9a\u4f4d\u662f\u591a\u6a21\u614b\u6a21\u578b\u53ca\u63a8\u7406\u8a55\u4f30\u9805\u76ee\u3002\u5b83\u7531 patch-reparameterized vision encoders \u548c Qwen3-8B Mixture-of-Transformers \u7d44\u6210\uff0c\u524d\u8005\u4fdd\u7559\u9810\u8a13\u7df4\u6a21\u578b\u7684\u8a9e\u610f\u80fd\u529b\uff0c\u518d\u88dc\u8db3\u91cd\u5efa\u8207\u751f\u6210\u6240\u9700\u7684\u7d30\u7bc0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u6b3e encoder \u5206\u5225\u662f PR-SigLIP2\u3001PR-DINOv2 \u548c PR-Qwen-ViT\uff1bUniSpace \u5247\u4f7f\u7528\u914d\u5099 Qwen-based patch-reparameterized tokenizer \u7684\u8996\u89ba\u7a7a\u9593\u3002\u9019\u7a2e\u5206\u5de5\u8b93\u540c\u4e00\u5957\u8868\u793a\u53ef\u4ee5\u9023\u63a5\u7406\u89e3\u3001\u6587\u5b57\u751f\u6210\u5f71\u50cf\u53ca\u5f71\u50cf\u7de8\u8f2f\uff0c\u4f46\u4e5f\u4ee3\u8868\u6a21\u578b\u6548\u679c\u53d6\u6c7a\u65bc encoder\u3001tokenizer \u548c\u591a\u6a21\u614b backbone \u80fd\u5426\u5354\u8abf\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ImageNet-1K 256 \u00d7 256 \u91cd\u5efa\u6e2c\u8a66\u4f7f\u7528 50,000 \u5f35\u9a57\u8b49\u5f71\u50cf\uff0cPR-DINOv2 \u53d6\u5f97\u6700\u9ad8 PSNR 30.84\u3001SSIM 0.90 \u548c\u6700\u4f4e rFID 0.14\u3002\u751f\u6210\u6e2c\u8a66\u540c\u6a23\u4f7f\u7528 50,000 \u500b\u6a23\u672c\uff1bPR-DINOv2 \u914d\u5408 Classifier-Free Guidance (CFG) \u5f8c\uff0cgFID \u70ba 1.877\u3001IS \u70ba 274.16\uff0c\u4f46 Recall \u7531 0.637 \u964d\u81f3 0.605\uff0c\u53cd\u6620\u756b\u9762\u54c1\u8cea\u8207\u8986\u84cb\u7bc4\u570d\u4e4b\u9593\u4ecd\u6709\u53d6\u6368\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u6700\u9700\u8981\u7559\u610f\u7684\u662f\u53ef\u91cd\u73fe\u6027\uff0c\u800c\u4e0d\u662f\u5b89\u88dd\u96e3\u5ea6\u3002\u5132\u5b58\u5eab\u5c6c\u65bc paper-time landing release\uff0c\u9996\u500b\u7a0b\u5f0f\u7248\u672c\u53ea\u6703\u63d0\u4f9b inference \u548c evaluation\uff0c\u8a13\u7df4\u7a0b\u5f0f\u53ca\u5167\u90e8\u6578\u64da\u7ba1\u7dda\u4e0d\u516c\u958b\uff1b\u5728\u9810\u671f\u6a94\u6848\u548c checkpoints \u5c1a\u672a\u5b8c\u6574\u767c\u5e03\u524d\uff0cfresh clone \u4e0d\u80fd\u76f4\u63a5\u57f7\u884c\u547d\u4ee4\u3002\u7814\u7a76\u5718\u968a\u3001\u6a21\u578b\u8a55\u6e2c\u4eba\u54e1\u548c\u9700\u8981\u6bd4\u8f03\u8996\u89ba encoder \u7684\u958b\u767c\u8005\u53ef\u5148\u53c3\u8003\u56fa\u5b9a seed\u3001\u63a1\u6a23\u6b65\u6578\u53ca\u8a55\u6e2c\u898f\u5247\uff0c\u5f85\u7a69\u5b9a\u7248\u672c\u767c\u5e03\u5f8c\u518d\u9a57\u8b49\u7d50\u679c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u80fd\u529b\u7bc4\u570d\uff1a<\/strong> \u7d71\u4e00\u652f\u63f4\u5f71\u50cf\u7406\u89e3\u3001\u751f\u6210\u8207 instruction-based editing\u3002<\/li>\n<li><strong>\u6a21\u578b\u95dc\u4fc2\uff1a<\/strong> PR-SigLIP2\u3001PR-DINOv2\u3001PR-Qwen-ViT \u63d0\u4f9b\u8996\u89ba\u8868\u793a\uff0cQwen3-8B Mixture-of-Transformers \u8ca0\u8cac\u591a\u6a21\u614b\u8655\u7406\u3002<\/li>\n<li><strong>\u8a55\u6e2c\u7d50\u679c\uff1a<\/strong> PR-DINOv2 \u91cd\u5efa rFID 0.14\uff0cUniSpace GenEval \u6574\u9ad4\u5206\u6578 0.84\uff0cDPG-Bench \u70ba 86.49\u3002<\/li>\n<li><strong>\u9650\u5236\uff1a<\/strong> \u76ee\u524d\u6b20\u7f3a\u53ef\u7531 fresh clone \u76f4\u63a5\u57f7\u884c\u7684\u5b8c\u6574\u7a0b\u5f0f\u3001\u8a13\u7df4\u6d41\u7a0b\u53ca\u5167\u90e8\u6578\u64da\u7ba1\u7dda\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/yjb6.github.io\/UniSpace\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/yjb6\/UniSpace\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>UniSpace \u5617\u8a66\u7528\u540c\u4e00\u5957\u8996\u89ba\u8868\u793a\u8655\u7406\u5f71\u50cf\u7406\u89e3\u3001\u751f\u6210\u8207\u7de8\u8f2f\uff0c\u4f46\u9996\u500b\u7a0b\u5f0f\u7248\u672c\u4ecd\u672a\u5305\u542b\u8a13\u7df4\u6d41\u7a0b\u3002<\/p>\n","protected":false},"author":8,"featured_media":11388,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,185,114,119,199],"tags":[],"class_list":["post-11389","post","type-post","status-publish","format-standard","hentry","category-133","category-qwen","category-clone","category-119","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11389","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=11389"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11389\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11388"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}