{"id":13594,"date":"2026-10-20T15:42:00","date_gmt":"2026-10-20T07:42:00","guid":{"rendered":"https:\/\/infernews.com\/blog\/xiaomi-lens-0\/"},"modified":"2026-10-20T15:44:25","modified_gmt":"2026-10-20T07:44:25","slug":"xiaomi-lens-0","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/xiaomi-lens-0\/","title":{"rendered":"Xiaomi-Lens-0 \u8b93 4B \u8996\u89ba\u6a21\u578b\u6a19\u8a3b\u51fa\u7b54\u6848"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/Xiaomi-Lens-0-4B.jpg\" alt=\"Xiaomi-Lens-0 recorded outputs across six task domains\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u8b93\u6a21\u578b\u56de\u7b54\u300c\u7d05\u8272\u676f\u5b50\u5728\u54ea\u88e1\u300d\u4e4b\u9918\uff0c\u540c\u6642\u6e96\u78ba\u6846\u51fa\u751a\u81f3\u5206\u5272\u676f\u5b50\uff0c\u50b3\u7d71\u591a\u6a21\u614b\u6a21\u578b\u5f80\u5f80\u8981\u4e32\u63a5\u591a\u500b\u6a21\u578b\u3002Xiaomi-Lens-0 \u8a66\u5716\u628a\u9019\u5169\u6b65\u5408\u800c\u70ba\u4e00\uff1a\u5b83\u4ee5 Qwen3.5-4B \u70ba\u57fa\u790e\uff0c\u5728\u751f\u6210\u6587\u5b57\u7684\u904e\u7a0b\u4e2d\u89e3\u8b80 <code>&lt;|mask|&gt;<\/code> token\uff0c\u518d\u7531\u8f15\u91cf\u89e3\u78bc\u5668\u8f38\u51fa\u5c0d\u61c9\u5340\u57df\uff0c\u4ee4\u6587\u5b57\u7b54\u6848\u8207\u8996\u89ba\u5b9a\u4f4d\u53ef\u4ee5\u540c\u6b65\u7522\u751f\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/seerray-lab.github.io\\\/Xiaomi-Lens-0\\\/assets\\\/video\\\/xiaomi_lens_0_overview.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b 4B \u591a\u6a21\u614b\u6a21\u578b\u4e3b\u8981\u8655\u7406 Referring Expression Comprehension\u3001Referring Expression Segmentation\u3001\u591a\u5be6\u4f8b\u5b9a\u4f4d\u3001Reasoning Segmentation\u3001\u5177\u8eab\u6307\u4ee4\u6307\u4ee3\u53ca\u7d30\u7dfb\u611f\u77e5\u7b49\u516d\u985e\u4efb\u52d9\u3002\u5b83\u65e2\u80fd\u4ee5\u908a\u754c\u6846\u6307\u51fa\u7269\u4ef6\uff0c\u4ea6\u80fd\u8f38\u51fa\u50cf\u7d20\u906e\u7f69\uff0c\u9069\u5408\u5f71\u50cf\u6a19\u8a3b\u3001\u641c\u5c0b\u3001\u9078\u53d6\u5340\u57df\u53ca\u5177\u8eab\u64cd\u4f5c\u524d\u7684\u4eba\u5de5\u6aa2\u67e5\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5 4B \u898f\u6a21\u7d50\u5408\u6587\u5b57\u56de\u7b54\u3001\u908a\u754c\u6846\u8207\u50cf\u7d20\u7d1a\u906e\u7f69<\/li>\n\n\n\n<li>\u652f\u63f4\u516d\u985e\u5b9a\u4f4d\u53ca\u8996\u89ba\u63a8\u7406\u5834\u666f<\/li>\n\n\n\n<li>\u53ef\u5728 Hugging Face Spaces \u8a66\u7528\uff0c\u4ea6\u516c\u958b\u6a21\u578b\u6b0a\u91cd\u8207 LensBench<\/li>\n\n\n\n<li>\u63d0\u4f9b\u6bcf\u500b\u906e\u7f69\u7368\u7acb\u8f38\u51fa\u53ca\u71b1\u529b\u5716\u7b49\u63a8\u7406\u8a2d\u5b9a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u5728\u516b\u500b RefCOCO \u7cfb\u5217\u5206\u5272\u4e0a\u7684\u5e73\u5747 referring comprehension \u63d0\u5347 5.6 \u5206\uff0c\u4e26\u5728\u516b\u500b\u7d30\u7c92\u5ea6\u611f\u77e5\u6e2c\u8a66\u4e2d\u53d6\u5f97\u8f03\u9ad8\u5206\u6578\uff1b\u9805\u76ee\u9801\u53e6\u5217\u51fa RefCOCO \u9a57\u8b49\u96c6 Prec@0.5 \u70ba 94.6\u3002LensBench \u5305\u542b 4,800 \u500b instruction-level \u6a23\u672c\uff0c\u6db5\u84cb 1,200 \u500b\u914d\u5c0d\u55ae\u4f4d\u53ca\u56db\u500b\u9818\u57df\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u50f9\u662f\u8f38\u51fa\u906e\u7f69\u9700\u8981\u984d\u5916\u8996\u89ba\u89e3\u78bc\uff0c\u800c\u6a21\u578b\u898f\u6a21\u4ecd\u5c6c\u8f15\u91cf\uff0c\u8907\u96dc\u63a8\u7406\u548c\u9ad8\u89e3\u6790\u5f71\u50cf\u8868\u73fe\u61c9\u6309\u6e2c\u8a66\u7d50\u679c\u5224\u65b7\u3002\u7814\u7a76\u5718\u968a\u5df2\u63d0\u4f9b\u7dda\u4e0a\u793a\u7bc4\u3001\u6a21\u578b\u6b0a\u91cd\u53ca\u7a0b\u5f0f\u78bc\uff0c\u9069\u5408\u60f3\u8a66\u9a57\u8996\u89ba grounding \u7684\u6a21\u578b\u958b\u767c\u8005\u3001\u5f71\u50cf\u5de5\u5177\u5718\u968a\u548c\u5177\u8eab\u667a\u80fd\u7814\u7a76\u4eba\u54e1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/seerray-lab.github.io\/Xiaomi-Lens-0\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/SeerRay-Lab\/Xiaomi-Lens-0\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/SeerRay-Lab\/Xiaomi-Lens-0\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u500b 4B \u591a\u6a21\u614b\u6a21\u578b\u628a\u6587\u5b57\u56de\u7b54\u8207\u50cf\u7d20\u7d1a\u5b9a\u4f4d\u653e\u5728\u540c\u4e00\u5957\u63a8\u7406\u4e2d\uff0c\u9069\u5408\u9700\u8981\u7406\u89e3\u7269\u4ef6\u3001\u6307\u51fa\u4f4d\u7f6e\u53ca\u5206\u5272\u5f71\u50cf\u7684\u5834\u666f\u3002<\/p>\n","protected":false},"author":8,"featured_media":13593,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,76,119,185,30,120,38,206],"tags":[],"class_list":["post-13594","post","type-post","status-publish","format-standard","hentry","category-133","category-76","category-119","category-qwen","category-image","category-120","category-38","category-xiaomi"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13594","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=13594"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13594\/revisions"}],"predecessor-version":[{"id":13598,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13594\/revisions\/13598"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13593"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13594"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13594"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13594"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}