{"id":9473,"date":"2026-06-21T16:41:02","date_gmt":"2026-06-21T08:41:02","guid":{"rendered":"https:\/\/infernews.com\/blog\/eccv-2026-moebius-0-2b-lightweight-image-inpainting-framework-with-10b-level-per\/"},"modified":"2026-06-21T16:42:07","modified_gmt":"2026-06-21T08:42:07","slug":"eccv-2026-moebius-0-2b-lightweight-image-inpainting-framework-with-10b-level-per","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/eccv-2026-moebius-0-2b-lightweight-image-inpainting-framework-with-10b-level-per\/","title":{"rendered":"Moebius\uff1a\u8f15\u91cf\u88dc\u5716\u6a21\u578b\u6311\u6230 10B \u7d1a\u6548\u679c"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/qualitative_comparison.jpg\" alt=\"logo dynamic woWaterMark\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6642\u9ad8\u8cea image inpainting \u591a\u6578\u4f9d\u8cf4 10B \u7d1a\u5927\u578b\u901a\u7528\u6a21\u578b\uff0c\u4f8b\u5982 FLUX.1-Fill-Dev\uff0c\u4f46\u4ee3\u50f9\u662f\u904b\u7b97\u91cd\u3001\u901f\u5ea6\u6162\uff0c\u90e8\u7f72\u9580\u6abb\u4ea6\u9ad8\u3002Moebius \u5c6c\u65bc<strong>\u5f71\u50cf\u4fee\u88dc\u6846\u67b6<\/strong>\uff0c\u6838\u5fc3\u76ee\u6a19\u5f88\u660e\u78ba\uff1a\u7528\u7d30\u5f97\u591a\u7684\u6a21\u578b\u9ad4\u7a4d\uff0c\u63db\u5230\u63a5\u8fd1\u751a\u81f3\u90e8\u5206\u60c5\u5883\u8d85\u904e\u5927\u578b\u6a21\u578b\u7684\u88dc\u5716\u8cea\u7d20\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u7684\u53d6\u5411\u4e0d\u662f\u518d\u628a\u6a21\u578b\u505a\u5927\uff0c\u800c\u662f\u91cd\u7d44 Latent Diffusion Model (LDM) \u67b6\u69cb\uff0c\u518d\u914d\u5408\u84b8\u993e\u628a\u5927\u6a21\u578b\u80fd\u529b\u58d3\u7e2e\u9032 0.22B \u53c3\u6578\u3002\u7576\u4e2d\u7684 Local-\u03bb Mix Interaction\uff08L\u03bbMI\uff09block \u4ee5\u56fa\u5b9a\u5927\u5c0f\u7dda\u6027\u77e9\u9663\u6574\u7406\u7a7a\u9593\u8cc7\u8a0a\u8207\u5168\u57df\u8a9e\u610f\uff0c\u907f\u958b attention \u5e38\u898b\u7684\u4e8c\u6b21\u65b9\u8a08\u7b97\u8ca0\u64d4\uff1b\u53e6\u4e00\u908a\u518d\u7528 adaptive multi-granularity distillation\uff0c\u76f4\u63a5\u5728 latent space \u5c0d\u9f4a teacher PixelHacker\uff0c\u6e1b\u5c11 pixel-space decoding \u7684\u8a13\u7df4\u6210\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u8cc7\u6599\u628a\u5b83\u8207 FLUX.1-Fill-Dev\u3001SD3.5 Large-Inpainting \u6bd4\u8f03\uff0c\u6307\u5728 Places2\u3001CelebA-HQ\u3001FFHQ \u7b49\u81ea\u7136\u8207\u4eba\u50cf\u5834\u666f\u5171 6 \u500b benchmark \u4e0a\uff0c\u6574\u9ad4\u53ef\u505a\u5230\u540c\u7d1a\u751a\u81f3\u90e8\u5206\u8d85\u524d\u3002\u6578\u5b57\u4e0a\u6700\u6436\u773c\u7684\u662f\u5c11\u65bc 2% \u53c3\u6578\u91cf\uff0c\u4ee5\u53ca\u7e3d\u63a8\u7406\u6642\u9593\u8d85\u904e 15 \u500d\u52a0\u901f\uff1b\u4e0d\u904e\u9019\u4e9b\u7d50\u679c\u4ecd\u4e3b\u8981\u4f86\u81ea\u9805\u76ee\u65b9\u5831\u544a\uff0c\u89e3\u8b80\u6642\u5b9c\u7559\u610f\u6e2c\u8a66\u8a2d\u5b9a\u662f\u5426\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u7406\u89e3\u9019\u500b\u9805\u76ee\u600e\u6a23\u843d\u5730\uff0c\u53ef\u5148\u628a\u5b83\u7576\u6210\u300c\u70ba image inpainting \u800c\u751f\u7684\u8f15\u91cf specialist\u300d\uff0c\u800c\u4e0d\u662f\u842c\u7528\u751f\u6210\u5e73\u53f0\u3002\u8f03\u9069\u5408\u8cc7\u6e90\u6709\u9650\u7684\u7814\u7a76\u5718\u968a\u3001\u8981\u5728\u55ae GPU \u6216\u908a\u7de3\u8a2d\u5099\u90e8\u7f72\u5f71\u50cf\u4fee\u88dc\u7684\u4eba\u3001\u4ee5\u53ca\u5e0c\u671b\u5728\u901f\u5ea6\u8207\u6210\u672c\u4e0a\u53d6\u5e73\u8861\u7684\u7522\u54c1\u958b\u767c\u8005\uff1b\u82e5\u4f60\u8ffd\u6c42\u6700\u5ee3\u6cdb\u7684\u901a\u7528\u751f\u6210\u80fd\u529b\uff0c\u5927\u6a21\u578b generalist \u4ecd\u6709\u512a\u52e2\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u985e\u578b\u5b9a\u4f4d<\/strong>\uff1a\u8f15\u91cf image inpainting framework\uff0c\u4e3b\u6253\u9ad8\u6548\u7387\u90e8\u7f72<\/li>\n\n\n\n<li><strong>\u4e3b\u8981\u5dee\u7570<\/strong>\uff1a\u4e0d\u8d70\u7d14 scaling \u8def\u7dda\uff0c\u6539\u7528 L\u03bbMI block + distillation \u58d3\u7e2e\u80fd\u529b<\/li>\n\n\n\n<li><strong>\u6027\u80fd\u91cd\u9ede<\/strong>\uff1a0.22B \u53c3\u6578\u3001\u55ae\u6b65 26.01ms\u3001\u7e3d\u63a8\u7406\u7d04 15\u00d7 \u52a0\u901f<\/li>\n\n\n\n<li><strong>\u76f8\u95dc\u6a21\u578b<\/strong>\uff1aFLUX.1-Fill-Dev\u3001SD3.5 Large-Inpainting\u3001PixelHacker<\/li>\n\n\n\n<li><strong>\u9069\u5408\u60c5\u5883<\/strong>\uff1a\u55ae GPU\u3001\u6d88\u8cbb\u7d1a\u786c\u4ef6\u3001\u5c0d\u5ef6\u9072\u8207\u6210\u672c\u654f\u611f\u7684\u5f71\u50cf\u4fee\u88dc\u5de5\u4f5c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/hustvl\/Moebius\" rel=\"noopener noreferrer\">https:\/\/github.com\/hustvl\/Moebius<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\u4e3b\u9801\uff1a<\/strong> <a href=\"https:\/\/hustvl.github.io\/Moebius\/\" rel=\"noopener noreferrer\">https:\/\/hustvl.github.io\/Moebius\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Moebius \u628a\u5f71\u50cf\u4fee\u88dc\u505a\u6210\u66f4\u8f15\u3001\u66f4\u5feb\u7684\u8def\u7dda\uff0c\u53c3\u6578\u53ea\u6709 0.22B\uff0c\u537b\u7784\u6e96 10B \u7d1a\u6a21\u578b\u7684\u756b\u8cea\u8868\u73fe\u3002<\/p>\n","protected":false},"author":8,"featured_media":9472,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,30,162,157,120,76,127,149,197],"tags":[],"class_list":["post-9473","post","type-post","status-publish","format-standard","hentry","category-133","category-image","category-ai-productions","category-157","category-120","category-76","category-127","category-149","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9473","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=9473"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9473\/revisions"}],"predecessor-version":[{"id":9476,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9473\/revisions\/9476"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9472"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9473"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9473"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9473"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}