{"id":13368,"date":"2026-10-14T22:02:54","date_gmt":"2026-10-14T14:02:54","guid":{"rendered":"https:\/\/infernews.com\/blog\/lenserase-a-foundation-model-for-erase-anything\/"},"modified":"2026-10-14T22:02:54","modified_gmt":"2026-10-14T14:02:54","slug":"lenserase-a-foundation-model-for-erase-anything","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/lenserase-a-foundation-model-for-erase-anything\/","title":{"rendered":"LensErase \u8d85\u7cbe\u78ba\u79fb\u9664\u7269\u4ef6\uff0c\u6c34\u5370"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/LensErase.jpg\" alt=\"logo mark\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u79fb\u9664\u5716\u7247\u4e2d\u7684\u6c34\u5370\u3001\u6587\u5b57\u6216\u591a\u500b\u7269\u4ef6\u6642\uff0c\u96e3\u8655\u5f80\u5f80\u4e0d\u5728\u65bc\u906e\u8d70\u76ee\u6a19\uff0c\u800c\u662f\u8981\u540c\u6642\u8655\u7406\u9670\u5f71\u3001\u53cd\u5149\u53ca\u539f\u672c\u88ab\u906e\u4f4f\u7684\u80cc\u666f\u3002LensErase \u4ee5 foundation model \u5f62\u5f0f\u8655\u7406\u9019\u985e\u5f71\u50cf\u64e6\u9664\u5de5\u4f5c\uff0c\u8f38\u5165\u4e00\u5f35\u5716\u7247\u548c\u4e00\u500b mask\uff0c\u8f38\u51fa\u6e05\u7406\u5f8c\u7684\u7d50\u679c\uff0c\u9069\u5408\u6d77\u5831\u6574\u7406\u3001\u5716\u7247\u4fee\u5fa9\u53ca\u5167\u5bb9\u518d\u5229\u7528\u7b49\u5834\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u914d\u5957\u7684 LensErase-100M \u5305\u542b 101.07M \u7d44\u5c0d\u9f4a\u7684 input\u2013mask\u2013target \u4e09\u5143\u7d44\uff0c\u6db5\u84cb\u4e00\u822c\u5716\u7247\u3001\u6c34\u5370\u3001\u5927\u7bc4\u570d mask\u3001\u8996\u89ba\u6587\u5b57\u53ca\u6d77\u5831\u4e94\u985e\u8cc7\u6599\uff0c\u53e6\u6709 140K \u7d44 SFT samples \u548c 19K \u7d44 RL samples\u3002\u9ad8\u89e3\u6790\u5ea6\u8cc7\u6599\u6703\u7531 GPT-5.6 Sol \u6aa2\u67e5 mask \u6709\u6548\u6027\u3001\u7de8\u8f2f\u6b63\u78ba\u6027\u3001\u91cd\u5efa\u6548\u679c\u53ca\u975e\u76ee\u6a19\u5167\u5bb9\u4fdd\u7559\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LensErase-Bench \u6536\u9304 500 \u500b\u6848\u4f8b\uff0c\u6bcb\u9808\u6307\u5b9a\u552f\u4e00\u7684 ground-truth target\uff0c\u6539\u4ee5 Removal\u3001Inpainting\u3001Preservation \u548c Cleanliness \u56db\u500b\u7dad\u5ea6\u8a55\u4f30\uff0c\u7576\u4e2d\u5b8c\u6574\u79fb\u9664\u76ee\u6a19\u53ca\u76f8\u95dc\u6548\u679c\u4f54\u7e3d\u5206 40%\u3002\u8f03\u8cbc\u8fd1\u64e6\u9664\u4efb\u52d9\u7684\u5be6\u969b\u60c5\u6cc1\uff0c\u56e0\u70ba\u540c\u4e00\u500b\u906e\u7f69\u53ef\u80fd\u5b58\u5728\u591a\u500b\u5408\u7406\u7684\u80cc\u666f\u88dc\u5168\u65b9\u6848\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4\u7269\u4ef6\u3001\u8996\u89ba\u6587\u5b57\u3001\u6c34\u5370\u53ca\u5176\u76f8\u95dc\u6548\u679c\u7684\u79fb\u9664<\/li>\n<li>\u4ee5 LensErase-100M \u652f\u63f4 pretraining\u3001SFT \u53ca RL<\/li>\n<li>\u4ee5 LensErase-Bench \u8a55\u4f30\u79fb\u9664\u3001\u88dc\u5168\u3001\u4fdd\u7559\u548c\u756b\u9762\u6f54\u6de8\u5ea6<\/li>\n<li>\u63d0\u4f9b\u8207 GPT-Image2.5-Sunburst\u3001Flux2-Erase \u53ca\u591a\u500b\u958b\u6e90\u6a21\u578b\u7684\u6bd4\u8f03<\/li>\n<li>\u9801\u9762\u76ee\u524d\u53ea\u8868\u793a Code coming soon\uff0c\u672a\u63d0\u4f9b\u5b89\u88dd\u3001\u4e0b\u8f09\u6216\u4f7f\u7528\u6d41\u7a0b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u5c55\u793a\u4e86\u8de8\u5834\u666f\u548c\u591a\u7269\u4ef6\u64e6\u9664\u80fd\u529b\uff0c\u4ea6\u5305\u62ec\u6d77\u5831\u53ca\u53cd\u5c04\u7b49\u8f03\u8907\u96dc\u6848\u4f8b\u3002\u5c0d\u9700\u8981\u6279\u91cf\u6e05\u7406\u7d20\u6750\u3001\u4fdd\u7559\u975e\u76ee\u6a19\u7d50\u69cb\u7684\u5f71\u50cf\u5de5\u4f5c\u6d41\uff1b\u4e0d\u904e\u4f7f\u7528\u8005\u4ecd\u9700\u7b49\u5f85\u7a0b\u5f0f\u78bc\u53ca\u66f4\u591a\u53ef\u91cd\u73fe\u8cc7\u6599\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/lensfamily.github.io\/LensErase\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u53ea\u9700\u5716\u7247\u8207 mask\uff0cLensErase \u4fbf\u53ef\u79fb\u9664\u7269\u4ef6\u3001\u6587\u5b57\u6216\u6c34\u5370\uff0c\u518d\u6309\u5468\u570d\u5167\u5bb9\u88dc\u56de\u8f03\u81ea\u7136\u7684\u756b\u9762\u3002<\/p>\n","protected":false},"author":8,"featured_media":13367,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,195,76,127,173,153,33,30,199,214],"tags":[],"class_list":["post-13368","post","type-post","status-publish","format-standard","hentry","category-133","category-195","category-76","category-127","category-173","category-openai","category-stablediffusion","category-image","category-dataset-","category-reinforcement-learning"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13368","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=13368"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13368\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13367"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}