{"id":37092,"date":"2026-02-08T17:31:53","date_gmt":"2026-02-08T09:31:53","guid":{"rendered":"http:\/\/192.168.10.115\/?p=37092"},"modified":"2026-02-08T17:31:53","modified_gmt":"2026-02-08T09:31:53","slug":"2026-02-08-10%e9%a1%b9%e4%bb%bb%e5%8a%a1%e5%88%b7%e6%96%b0sota%ef%bc%81metricanything%ef%bc%9a%e9%87%8d%e6%9e%843d%e6%84%9f%e7%9f%a5%e6%a1%86%e6%9e%b6%ef%bc%8c6%e5%a4%a7%e5%9c%ba%e6%99%af%e5%8d%95","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2026\/02\/08\/37092\/","title":{"rendered":"2026-02-08 10\u9879\u4efb\u52a1\u5237\u65b0SOTA\uff01MetricAnything\uff1a\u91cd\u67843D\u611f\u77e5\u6846\u67b6\uff0c6\u5927\u573a\u666f\u5355\u76ee\u6df1\u5ea6\u7ffb\u500d\uff01"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s\/p3oh23rPExt1uR0_mhIBnQ\">https:\/\/mp.weixin.qq.com\/s\/p3oh23rPExt1uR0_mhIBnQ<\/a><\/p>\n\n\n\n<p><strong>0.\u8fd9\u7bc7\u6587\u7ae0\u5e72\u4e86\u5565\uff1f<\/strong><\/p>\n\n\n\n<p>\u8fd9\u7bc7\u6587\u7ae0\u63d0\u51fa\u4e86Metric Anything\uff0c\u4e00\u79cd\u7528\u4e8e\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u7684\u53ef\u6269\u5c55\u9884\u8bad\u7ec3\u6846\u67b6\uff0c\u65e8\u5728\u89e3\u51b3\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u4e2d\u56e0\u5f02\u6784\u4f20\u611f\u5668\u566a\u58f0\u3001\u76f8\u673a\u76f8\u5173\u504f\u5dee\u548c\u8de8\u6e903D\u6570\u636e\u7684\u5ea6\u91cf\u6b67\u4e49\u7b49\u95ee\u9898\uff0c\u5b9e\u73b0\u4ece\u5608\u6742\u3001\u591a\u6837\u76843D\u6e90\u4e2d\u5b66\u4e60\u5ea6\u91cf\u6df1\u5ea6\u7684\u76ee\u6807\u3002\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\u4f7f\u7528\u7a00\u758f\u5ea6\u91cf\u63d0\u793a\uff08Sparse Metric Prompt\uff09\u5c06\u7a7a\u95f4\u63a8\u7406\u4e0e\u4f20\u611f\u5668\u548c\u76f8\u673a\u504f\u5dee\u5206\u79bb\uff0c\u4ece\u800c\u6709\u6548\u5229\u7528\u5f02\u6784\u6570\u636e\u3002<\/p>\n\n\n\n<p><strong>1. \u8bba\u6587\u4fe1\u606f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bba\u6587\u9898\u76ee\uff1aMetricAnything: Scaling Metric Depth Pretraining with Noisy Heterogeneous Sources<\/li>\n\n\n\n<li>\u4f5c\u8005\uff1aBaorui Ma, Jiahui Yang, Donglin Di, Xuancheng Zhang, Jianxun Cui, Hao Li, Xie Yan, Wei Chen<\/li>\n\n\n\n<li>\u4f5c\u8005\u673a\u6784\uff1aLi Auto Inc<\/li>\n\n\n\n<li>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2601.22054<\/li>\n<\/ul>\n\n\n\n<p><strong>2. \u6458\u8981<\/strong><\/p>\n\n\n\n<p>\u6a21\u578b\u89c4\u6a21\u7684\u6269\u5927\u63a8\u52a8\u4e86\u8fd1\u671f\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u7684\u8fdb\u6b65\uff0c\u7136\u800c\uff0c\u7531\u4e8e\u5f02\u6784\u4f20\u611f\u5668\u566a\u58f0\u3001\u76f8\u673a\u76f8\u5173\u504f\u5dee\u4ee5\u53ca\u5608\u6742\u7684\u8de8\u6e90\u4e09\u7ef4\u6570\u636e\u4e2d\u7684\u5ea6\u91cf\u6a21\u7cca\u6027\uff0c\u5c06\u8fd9\u4e00\u8303\u5f0f\u6269\u5c55\u5230\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u4ecd\u7136\u5177\u6709\u6311\u6218\u6027\u3002\u6211\u4eec\u63d0\u51fa\u4e86Metric Anything\uff0c\u8fd9\u662f\u4e00\u4e2a\u7b80\u5355\u4e14\u53ef\u6269\u5c55\u7684\u9884\u8bad\u7ec3\u6846\u67b6\uff0c\u5b83\u80fd\u591f\u4ece\u5608\u6742\u3001\u591a\u6837\u7684\u4e09\u7ef4\u6570\u636e\u6e90\u4e2d\u5b66\u4e60\u5ea6\u91cf\u6df1\u5ea6\uff0c\u800c\u65e0\u9700\u624b\u52a8\u8bbe\u8ba1\u63d0\u793a\u3001\u7279\u5b9a\u76f8\u673a\u5efa\u6a21\u6216\u7279\u5b9a\u4efb\u52a1\u67b6\u6784\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u65b9\u6cd5\u7684\u6838\u5fc3\u662f\u7a00\u758f\u5ea6\u91cf\u63d0\u793a\uff0c\u901a\u8fc7\u968f\u673a\u63a9\u7801\u6df1\u5ea6\u56fe\u521b\u5efa\uff0c\u5b83\u4f5c\u4e3a\u4e00\u4e2a\u901a\u7528\u63a5\u53e3\uff0c\u5c06\u7a7a\u95f4\u63a8\u7406\u4e0e\u4f20\u611f\u5668\u548c\u76f8\u673a\u504f\u5dee\u5206\u79bb\u3002\u6211\u4eec\u4f7f\u7528\u4e86\u7ea62000\u4e07\u4e2a\u56fe\u50cf &#8211; \u6df1\u5ea6\u5bf9\uff0c\u8fd9\u4e9b\u6570\u636e\u6db5\u76d6\u4e8610000\u591a\u79cd\u76f8\u673a\u6a21\u578b\u7684\u91cd\u5efa\u3001\u6355\u6349\u548c\u6e32\u67d3\u7684\u4e09\u7ef4\u6570\u636e\uff0c\u9996\u6b21\u5728\u5ea6\u91cf\u6df1\u5ea6\u9886\u57df\u5c55\u793a\u4e86\u6e05\u6670\u7684\u6269\u5c55\u8d8b\u52bf\u3002\u9884\u8bad\u7ec3\u6a21\u578b\u5728\u57fa\u4e8e\u63d0\u793a\u7684\u4efb\u52a1\uff08\u5982\u6df1\u5ea6\u8865\u5168\u3001\u8d85\u5206\u8fa8\u7387\u548c\u96f7\u8fbe &#8211; \u76f8\u673a\u878d\u5408\uff09\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u800c\u5176\u63d0\u70bc\u7684\u65e0\u63d0\u793a\u5b66\u751f\u6a21\u578b\u5728\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\u3001\u76f8\u673a\u5185\u53c2\u6062\u590d\u3001\u5355\/\u591a\u89c6\u56fe\u5ea6\u91cf\u4e09\u7ef4\u91cd\u5efa\u548cVLA\u89c4\u5212\u7b49\u4efb\u52a1\u4e0a\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u6210\u679c\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u8868\u660e\uff0c\u5c06Metric Anything\u7684\u9884\u8bad\u7ec3\u89c6\u89c9Transformer\uff08ViT\uff09\u7528\u4f5c\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u53ef\u663e\u8457\u63d0\u5347\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u5728\u7a7a\u95f4\u667a\u80fd\u65b9\u9762\u7684\u80fd\u529b\u3002\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\uff0c\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u53ef\u4ee5\u4ece\u9a71\u52a8\u73b0\u4ee3\u57fa\u7840\u6a21\u578b\u7684\u76f8\u540c\u6269\u5c55\u5b9a\u5f8b\u4e2d\u53d7\u76ca\uff0c\u4e3a\u53ef\u6269\u5c55\u4e14\u9ad8\u6548\u7684\u73b0\u5b9e\u4e16\u754c\u5ea6\u91cf\u611f\u77e5\u5f00\u8f9f\u4e86\u4e00\u6761\u65b0\u8def\u5f84\u3002\u6211\u4eec\u5728<code>https:\/\/metric-anything.github.io\/metric-anything-io\/<\/code>\u4e0a\u5f00\u6e90\u4e86Metric Anything\uff0c\u4ee5\u652f\u6301\u793e\u533a\u7814\u7a76\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"813\" height=\"367\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-51.png\" alt=\"\" class=\"wp-image-37093\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-51.png 813w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-51-300x135.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-51-768x347.png 768w\" sizes=\"(max-width: 813px) 100vw, 813px\" \/><\/figure>\n\n\n\n<p><strong>3. \u6548\u679c\u5c55\u793a<\/strong><\/p>\n\n\n\n<p>\u56fe5\uff1a\u6df1\u5ea6\u56fe\u8d85\u5206\u4e0e\u8865\u5168\u53ef\u89c6\u5316\u3002\u6211\u4eec\u7684\u65b9\u6cd5\u5728\u7f3a\u5931\u533a\u57df\u91cd\u5efa\u4e0a\u7ed3\u6784\u66f4\u5b8c\u6574\u3001\u7ec6\u8282\u66f4\u6e05\u6670\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"799\" height=\"606\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-52.png\" alt=\"\" class=\"wp-image-37094\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-52.png 799w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-52-300x228.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-52-768x582.png 768w\" sizes=\"(max-width: 799px) 100vw, 799px\" \/><\/figure>\n\n\n\n<p>\u56fe6\uff1a\u5728\u6311\u6218\u6027\u6d4b\u8bd5\u6837\u672c\u4e0a\u7684\u96f6\u6837\u672c\u89c6\u89c9\u5bf9\u6bd4\u3002\u6211\u4eec\u7684\u6a21\u578b\u5728\u8584\u7ec6\u7ed3\u6784\u4e0e\u56f0\u96be\u5149\u7167\u573a\u666f\u4e2d\u4ecd\u80fd\u7a33\u5065\u5730\u6355\u6349\u7ec6\u8282\uff0c\u800c\u5bf9\u6bd4\u65b9\u6cd5\u5e38\u51fa\u73b0\u5931\u6548\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"546\" height=\"629\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-53.png\" alt=\"\" class=\"wp-image-37095\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-53.png 546w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-53-260x300.png 260w\" sizes=\"(max-width: 546px) 100vw, 546px\" \/><\/figure>\n\n\n\n<p><strong>4. \u4e3b\u8981\u8d21\u732e<\/strong><\/p>\n\n\n\n<p>\u6587\u7ae0\u7684\u4e3b\u8981\u8d21\u732e\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Metric Anything\uff1a\u4e00\u79cd\u7b80\u7ea6\u7684\u57fa\u4e8e\u63d0\u793a\u7684\u9884\u8bad\u7ec3\u8303\u5f0f\uff0c\u91c7\u7528\u7a00\u758f\u5ea6\u91cf\u63d0\u793a\u5c06\u7a7a\u95f4\u7406\u89e3\u4e0e\u4f20\u611f\u5668\u504f\u5dee\u89e3\u8026\uff0c\u4ece\u800c\u80fd\u591f\u4ece\u5f02\u6784\u76843D\u6570\u636e\u6e90\u8fdb\u884c\u53ef\u6269\u5c55\u7684\u5b66\u4e60\u3002<\/li>\n\n\n\n<li>\u8bc1\u660e\u53ef\u6269\u5c55\u6027\uff1a\u805a\u54082000\u4e07\u4e2a\u4e0d\u540c\u7684\u6df1\u5ea6 &#8211; \u56fe\u50cf\u5bf9\uff0c\u63ed\u793a\u4e86\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u4e2d\u6b64\u524d\u672a\u88ab\u53d1\u73b0\u7684\u7a33\u5b9a\u53ef\u6269\u5c55\u6027\u8d8b\u52bf\u3002<\/li>\n\n\n\n<li>\u901a\u7528\u6cdb\u5316\u6027\uff1a\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u84b8\u998f\u540e\u7684\u65e0\u63d0\u793a\u5b66\u751f\u6a21\u578b\u5728\u5341\u4e2a\u4e0b\u6e38\u4efb\u52a1\u4e2d\u5747\u5b9e\u73b0\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u4e14\u65e0\u9700\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u8fdb\u884c\u5de5\u7a0b\u8bbe\u8ba1\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>5. \u57fa\u672c\u539f\u7406\u662f\u5565\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Metric Anything \u6846\u67b6\u6982\u8ff0<\/strong><\/p>\n\n\n\n<p>Metric Anything \u662f\u4e00\u4e2a\u7528\u4e8e\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u7684\u53ef\u6269\u5c55\u9884\u8bad\u7ec3\u6846\u67b6\uff0c\u65e8\u5728\u901a\u8fc7\u7b80\u5355\u3001\u53ef\u6269\u5c55\u7684\u57fa\u4e8e\u63d0\u793a\u7684\u9884\u8bad\u7ec3\u8303\u5f0f\uff0c\u5229\u7528\u5927\u89c4\u6a21\u5f02\u6784 3D \u6570\u636e\u89e3\u9501\u5ea6\u91cf\u6df1\u5ea6\u611f\u77e5\u80fd\u529b\uff0c\u907f\u514d\u4e86\u7279\u5b9a\u4efb\u52a1\u67b6\u6784\u548c\u624b\u52a8\u8bbe\u8ba1\u63d0\u793a\u3002<\/p>\n\n\n\n<p><strong>\u591a\u6e90\u6570\u636e\u6536\u96c6<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u805a\u5408\u5f00\u6e90 3D \u6570\u636e\u96c6\uff0c\u5c06\u6240\u6709\u8f93\u5165\u6807\u51c6\u5316\u4e3a\u5177\u6709\u6709\u6548\u6027\u63a9\u7801\u7684\u5ea6\u91cf\u6df1\u5ea6\u56fe\uff0c\u5176\u4e2d\u5206\u522b\u8868\u793a\u6cbf\u76f8\u673a z \u8f74\u7684\u5ea6\u91cf\u6df1\u5ea6\u548c\u6709\u6548\u6d4b\u91cf\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u6765\u6e90\u5305\u62ec\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u91cd\u5efa\u7684 3D \u6570\u636e<\/strong>\uff1a\u4ece\u591a\u79cd\u91cd\u5efa\u6280\u672f\uff08\u5982 SfM\u3001SLAM\u3001MVS \u7b49\uff09\u4ea7\u751f\u7684\u5f00\u6e90\u6570\u636e\u96c6\u4e2d\u6536\u96c6\u6df1\u5ea6\u56fe\uff0c\u8fd9\u4e9b\u56fe\u5e38\u5305\u542b\u4f2a\u5f71\u548c\u7f3a\u5931\u533a\u57df\u3002<\/li>\n\n\n\n<li><strong>\u6355\u83b7\u7684 3D \u6570\u636e<\/strong>\uff1a\u6574\u5408 LiDAR\u3001ToF \u548c RGB &#8211; D \u4f20\u611f\u5668\u6355\u83b7\u7684\u70b9\u4e91\uff0c\u901a\u8fc7\u6295\u5f71\u5f97\u5230\u6df1\u5ea6\u56fe\uff0c\u4f20\u611f\u5668\u6570\u636e\u901a\u5e38\u5b58\u5728\u566a\u58f0\u548c\u7a00\u758f\u6027\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>\u6e32\u67d3\u7684 3D \u6570\u636e<\/strong>\uff1a\u5305\u542b\u5c11\u91cf\u4ece\u865a\u62df\u5f15\u64ce\u6e32\u67d3\u7684\u6df1\u5ea6\u56fe\uff0c\u8fd9\u4e9b\u56fe\u65e0\u566a\u58f0\uff0c\u4fdd\u7559\u7cbe\u7ec6\u7ed3\u6784\u7ec6\u8282\uff0c\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u51e0\u4f55\u76d1\u7763\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u6700\u7ec8\u6570\u636e\u96c6\u5305\u542b\u7ea6 2000 \u4e07\u5bf9\u56fe\u50cf &#8211; \u6df1\u5ea6\u5bf9\uff0c\u7531 10000 \u591a\u79cd\u4e0d\u540c\u76f8\u673a\u6a21\u578b\u6355\u83b7\uff0c\u6db5\u76d6\u5404\u79cd\u771f\u5b9e\u548c\u5408\u6210\u573a\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u57fa\u4e8e\u7a00\u758f\u5ea6\u91cf\u63d0\u793a\u7684\u9884\u8bad\u7ec3<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95ee\u9898\u8868\u8ff0<\/strong>\uff1a\u7ed9\u5b9a\u5355\u76ee\u56fe\u50cf\u548c\u5bf9\u5e94\u7684\u7a00\u758f\u5ea6\u91cf\u63d0\u793a\uff0c\u9884\u8bad\u7ec3\u76ee\u6807\u662f\u5b66\u4e60\u4e00\u4e2a\u7531\u53c2\u6570\u5316\u7684\u51fd\u6570\uff0c\u4f7f\u5176\u80fd\u6839\u636e\u63d0\u793a\u4ece\u8f93\u5165\u56fe\u50cf\u9884\u6d4b\u51fa\u5bc6\u96c6\u7684\u5ea6\u91cf\u6df1\u5ea6\u56fe\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u793a\u51c6\u5907<\/strong>\uff1a\u4ece\u6bcf\u4e2a\u6570\u636e\u6e90\u7684\u6df1\u5ea6\u56fe\u4e2d\u968f\u673a\u91c7\u6837 2000 \u5230 40000 \u4e2a\u6709\u6548\u50cf\u7d20\uff0c\u6784\u5efa\u7a00\u758f\u5ea6\u91cf\u63d0\u793a\u53ca\u5176\u5bf9\u5e94\u63a9\u7801\u3002\u5e76\u901a\u8fc7\u5e94\u7528\u9884\u8bad\u7ec3\u7684\u6df1\u5ea6\u9884\u6d4b\u6a21\u578b\u3001\u50cf\u7d20\u7ea7\u6df1\u5ea6\u5c3a\u5ea6\u5bf9\u9f50\uff08PDSA\uff09\u548c\u5168\u5c40\u5ea6\u91cf\u6df1\u5ea6\u6062\u590d\uff08GMDR\uff09\u7b49\u6b65\u9aa4\uff0c\u5c06\u63d0\u793a\u6620\u5c04\u5230\u5171\u4eab\u4e2d\u95f4\u57df\uff0c\u5f97\u5230\u7edf\u4e00\u548c\u6b63\u5219\u5316\u7684\u8868\u793a\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u793a\u6ce8\u5165<\/strong>\uff1a\u91c7\u7528\u63d0\u793a\u6ce8\u5165\u673a\u5236\uff0c\u5141\u8bb8\u6a21\u578b\u7ea0\u6b63\u6709\u566a\u58f0\u7684\u63d0\u793a\u5e76\u751f\u6210\u51c6\u786e\u7684\u5bc6\u96c6\u6df1\u5ea6\u9884\u6d4b\u3002\u9009\u62e9\u6709\u6761\u4ef6\u7684 DPT \u5934\u8fdb\u884c\u63d0\u793a\u6ce8\u5165\uff0c\u5b83\u5f15\u5165\u7ea6 5% \u7684\u989d\u5916\u53c2\u6570\uff0c\u540c\u65f6\u4fdd\u6301\u6548\u7387\uff0c\u4e3b\u8981\u7f51\u7edc\u8def\u5f84\u7528\u4e8e\u7ea0\u6b63\u566a\u58f0\u548c\u7ed3\u6784\u4e0d\u4e00\u81f4\u3002<\/li>\n\n\n\n<li><strong>\u9884\u8bad\u7ec3\u76ee\u6807<\/strong>\uff1a\u5bf9\u4e8e\u5408\u6210\u6570\u636e\uff0c\u4f7f\u7528\u5e73\u5747\u7edd\u5bf9\u8bef\u5dee\uff08MAE\uff09\u548c\u5c3a\u5ea6 &#8211; \u5e73\u79fb\u4e0d\u53d8\u5e73\u5747\u7edd\u5bf9\u68af\u5ea6\u8bef\u5dee\uff08SSI &#8211; MAGE\uff09\u635f\u5931\uff1b\u5bf9\u4e8e\u771f\u5b9e\u4e16\u754c\u6570\u636e\uff0c\u91c7\u7528\u9c81\u68d2 MAE \u635f\u5931\uff0c\u5728\u8bad\u7ec3\u4e2d\u4e22\u5f03\u6bcf\u5e45\u56fe\u50cf\u4e2d\u635f\u5931\u6700\u5927\u7684\u524d 20% \u533a\u57df\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u65e0\u63d0\u793a\u6a21\u578b\u84b8\u998f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u84b8\u998f\u8fc7\u7a0b<\/strong>\uff1a\u5c06\u9884\u8bad\u7ec3\u7684\uff08\u6559\u5e08\uff09\u6a21\u578b\u84b8\u998f\u4e3a\u65e0\u63d0\u793a\u7684\u5b66\u751f\u6a21\u578b\uff0c\u8be5\u5b66\u751f\u6a21\u578b\u4ec5\u4ece RGB \u8f93\u5165\u8fdb\u884c\u5bc6\u96c6\u6df1\u5ea6\u9884\u6d4b\u3002\u5229\u7528\u6559\u5e08\u6a21\u578b\u4e3a\u6240\u6709\u771f\u5b9e\u4e16\u754c\u56fe\u50cf\u751f\u6210\u9ad8\u4fdd\u771f\u4f2a\u6df1\u5ea6\u56fe\uff0c\u4f5c\u4e3a\u76d1\u7763\u4fe1\u53f7\u8bad\u7ec3\u5b66\u751f\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u5b66\u751f\u6a21\u578b\u6539\u8fdb<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8bbe\u8ba1\u8ddd\u79bb\u5e73\u8861\u7684\u9006\u6df1\u5ea6\u635f\u5931\uff0c\u5728\u8fd1\u533a\u57df\u4fdd\u6301\u7ec6\u7c92\u5ea6\u654f\u611f\u6027\uff0c\u540c\u65f6\u5c06\u6709\u6548\u76d1\u7763\u6269\u5c55\u5230\u8fdc\u8ddd\u79bb\u533a\u57df\uff0c\u6df1\u5ea6\u503c\u5728\u5bf9\u6570\u7a7a\u95f4\u4e2d\u5b9a\u4e49\uff0c\u5176\u4e2d\u5305\u542b\u4e00\u4e2a\u63a7\u5236\u957f\u8ddd\u79bb\u548c\u77ed\u8ddd\u79bb\u76d1\u7763\u6743\u8861\u7684\u8d85\u53c2\u6570\u3002<\/li>\n\n\n\n<li>\u53cd\u8f6c ViT \u7f16\u7801\u5668\u548c DPT \u5934\u4e4b\u95f4\u7684\u4f20\u7edf\u8df3\u8dc3\u8fde\u63a5\u65b9\u6848\uff0c\u5c06\u6df1\u5c42\u3001\u9ad8\u7ea7\u7684 ViT \u7279\u5f81\u6ce8\u5165\u5230\u9760\u8fd1\u8f93\u51fa\u7684\u66f4\u6df1\u89e3\u7801\u5c42\uff0c\u6d45\u5c42\u3001\u4f4e\u7ea7\u7279\u5f81\u8f93\u5165\u5230\u8f83\u6d45\u7684\u89e3\u7801\u5668\u5c42\uff0c\u5145\u5206\u5229\u7528\u6559\u5e08\u751f\u6210\u7684\u4f2a\u6807\u7b7e\u4e2d\u4e30\u5bcc\u7684\u8bed\u4e49\u7ebf\u7d22\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"790\" height=\"474\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-54.png\" alt=\"\" class=\"wp-image-37096\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-54.png 790w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-54-300x180.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-54-768x461.png 768w\" sizes=\"(max-width: 790px) 100vw, 790px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"760\" height=\"364\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-55.png\" alt=\"\" class=\"wp-image-37097\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-55.png 760w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-55-300x144.png 300w\" sizes=\"(max-width: 760px) 100vw, 760px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"630\" height=\"303\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-56.png\" alt=\"\" class=\"wp-image-37098\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-56.png 630w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-56-300x144.png 300w\" sizes=\"(max-width: 630px) 100vw, 630px\" \/><\/figure>\n\n\n\n<p><strong>6. \u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n\n\n\n<p>\u6587\u7ae0\u901a\u8fc7\u4e00\u7cfb\u5217\u5b9e\u9a8c\u9a8c\u8bc1\u4e86Metric Anything\u65b9\u6cd5\u5728\u591a\u4e2a\u4e0b\u6e38\u4efb\u52a1\u4e2d\u7684\u6709\u6548\u6027\u548c\u4f18\u8d8a\u6027\uff0c\u5177\u4f53\u5b9e\u9a8c\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p><strong>\u57fa\u4e8e\u63d0\u793a\u7684\u4e0b\u6e38\u4efb\u52a1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u96f6\u6837\u672c\u6df1\u5ea6\u8d85\u5206\u8fa8\u7387\u548c\u8865\u5168<\/strong>\uff1a\u5728\u96f6\u6837\u672c\u8bbe\u7f6e\u4e0b\uff0c\u7ecf\u9884\u8bad\u7ec3\u7684\u6a21\u578b\u5728\u6240\u6709\u63d0\u793a\u7c7b\u578b\u548c\u6570\u636e\u96c6\u4e0a\u5747\u5c55\u73b0\u51fa\u5f88\u5f3a\u7684\u6027\u80fd\uff0c\u6301\u7eed\u8d85\u8d8a\u540e\u5bf9\u9f50\u548c\u57fa\u4e8e\u5148\u9a8c\u7684\u57fa\u7ebf\u6a21\u578b\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u8be5\u6a21\u578b\u4ec5\u4f7f\u7528\u7b80\u5355\u3001\u7a00\u758f\u91c7\u6837\u7684\u63d0\u793a\u8fdb\u884c\u4e00\u6b21\u8bad\u7ec3\uff0c\u4e14\u4ee5\u5b8c\u5168\u96f6\u6837\u672c\u7684\u65b9\u5f0f\u8fd0\u884c\uff0c\u65e0\u9700\u4efb\u4f55\u7279\u5b9a\u4efb\u52a1\u8bbe\u8ba1\u6216\u63d0\u793a\u5bf9\u9f50\uff0c\u4ece\u800c\u5728\u4e0d\u540c\u63d0\u793a\u5bc6\u5ea6\u3001\u7a7a\u95f4\u5e03\u5c40\u548c\u573a\u666f\u9886\u57df\u4e2d\u5b9e\u73b0\u4e86\u5353\u8d8a\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u96f7\u8fbe &#8211; \u76f8\u673a\u6df1\u5ea6\u4f30\u8ba1<\/strong>\uff1a\u5728nuScenes\u6570\u636e\u96c6\u4e0a\uff0c\u4f7f\u7528\u96f7\u8fbe\u63d0\u793a\u5bf9\u9884\u8bad\u7ec3\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u5176\u51c6\u786e\u6027\u51e0\u4e4e\u662f\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u7684\u6a21\u578b\u7684\u4e24\u500d\uff0c\u5e76\u8d85\u8d8a\u4e86\u6240\u6709\u5148\u524d\u7684\u878d\u5408\u65b9\u6cd5\u3002\u8fd9\u8868\u660e\u8be5\u9884\u8bad\u7ec3\u8303\u5f0f\u5177\u6709\u6709\u6548\u7684\u6269\u5c55\u6027\uff0c\u80fd\u591f\u4f7f\u6a21\u578b\u5b66\u4e60\u5230\u901a\u7528\u7684\u5ea6\u91cf\u8868\u793a\uff0c\u4ece\u800c\u65e0\u7f1d\u9002\u5e94\u6beb\u7c73\u6ce2\u96f7\u8fbe\u7b49\u65b0\u7684\u3001\u672a\u89c1\u7684\u4f20\u611f\u6a21\u6001\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u65e0\u63d0\u793a\u4e0b\u6e38\u4efb\u52a1<\/strong><\/p>\n\n\n\n<p><strong>\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1<\/strong><\/p>\n\n\n\n<ul 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class=\"wp-block-list\">\n<li><strong>\u4f20\u611f\u5668\u914d\u7f6e\u6cdb\u5316<\/strong>\uff1a\u5728\u4f7f\u7528\u4e0e\u8bad\u7ec3\u96c6\u4e0d\u540c\u7c7b\u578b\u548c\u7a7a\u95f4\u5e03\u5c40\u7684\u4f20\u611f\u5668\u5957\u4ef6\u8fdb\u884c\u6d4b\u8bd5\u65f6\uff0c\u6a21\u578b\u5728\u6df1\u5ea6\u8865\u5168\u548c\u8d85\u5206\u8fa8\u7387\u4efb\u52a1\u4e2d\u80fd\u591f\u51c6\u786e\u6062\u590d\u573a\u666f\u7684\u5ea6\u91cf\u6df1\u5ea6\uff0c\u5373\u4f7f\u9762\u5bf9\u4f20\u611f\u5668\u6a21\u6001\u4e4b\u95f4\u7684\u65f6\u7a7a\u4e0d\u5bf9\u9f50\u548c\u6570\u636e\u8986\u76d6\u4e0d\u5b8c\u6574\u7b49\u95ee\u9898\uff0c\u4e5f\u80fd\u5c55\u73b0\u51fa\u5f88\u5f3a\u7684\u56fa\u6709\u7684\u9c81\u68d2\u6027\u3002<\/li>\n\n\n\n<li><strong>\u73af\u5883\u9000\u5316\u4e0b\u7684\u9c81\u68d2\u6027<\/strong>\uff1a\u5728\u591c\u95f4\u9a7e\u9a76\u548c\u96e8\/\u96fe\u5929\u6c14\u7b49\u73af\u5883\u5e72\u6270\u5bfc\u81f4\u611f\u77e5\u4fe1\u53f7\u9000\u5316\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u4ecd\u80fd\u4fdd\u6301\u53ef\u9760\u7684\u6df1\u5ea6\u4f30\u8ba1\uff0c\u8bc1\u660e\u4e86\u5176\u5bf9\u73af\u5883\u9000\u5316\u7684\u5f3a\u5927\u9c81\u68d2\u6027\u3002<\/li>\n\n\n\n<li><strong>\u672a\u89c1\u89c6\u89c9\u9886\u57df\u7684\u6cdb\u5316<\/strong>\uff1a\u5728\u6ca1\u6709\u63d0\u793a\u6307\u5bfc\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u5728\u5168\u666f\u56fe\u50cf\u3001\u9c7c\u773c\u56fe\u50cf\u548c\u5404\u79cd\u91ce\u5916\u573a\u666f\u7b49\u672a\u89c1\u89c6\u89c9\u9886\u57df\u7684\u5355\u76ee\u6df1\u5ea6\u4f30\u8ba1\u4e2d\u8868\u73b0\u51fa\u51c6\u786e\u7684\u5ea6\u91cf\u6df1\u5ea6\u4f30\u8ba1\u80fd\u529b\uff0c\u8bc1\u5b9e\u4e86\u8be5\u6a21\u578b\u5177\u6709\u201cMetric Anything\u201d\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"765\" height=\"243\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-57.png\" alt=\"\" class=\"wp-image-37099\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-57.png 765w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-57-300x95.png 300w\" sizes=\"(max-width: 765px) 100vw, 765px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"793\" height=\"339\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-58.png\" alt=\"\" class=\"wp-image-37100\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-58.png 793w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-58-300x128.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-58-768x328.png 768w\" sizes=\"(max-width: 793px) 100vw, 793px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"553\" height=\"713\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-59.png\" alt=\"\" class=\"wp-image-37101\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-59.png 553w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-59-233x300.png 233w\" sizes=\"(max-width: 553px) 100vw, 553px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"560\" height=\"677\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-60.png\" alt=\"\" class=\"wp-image-37102\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-60.png 560w, 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http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-62-300x172.png 300w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"253\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-63.png\" alt=\"\" class=\"wp-image-37105\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-63.png 554w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-63-300x137.png 300w\" sizes=\"(max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"568\" height=\"428\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-64.png\" alt=\"\" class=\"wp-image-37106\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-64.png 568w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-64-300x226.png 300w\" sizes=\"(max-width: 568px) 100vw, 568px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"568\" height=\"729\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-65.png\" alt=\"\" class=\"wp-image-37107\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-65.png 568w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-65-234x300.png 234w\" sizes=\"(max-width: 568px) 100vw, 568px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"697\" height=\"621\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-66.png\" alt=\"\" class=\"wp-image-37108\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2026\/02\/\u56fe\u7247-66.png 697w, 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,1],"tags":[],"class_list":["post-37092","post","type-post","status-publish","format-standard","hentry","category-technology-frontier","category-home"],"views":0,"_links":{"self":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/37092"}],"collection":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/comments?post=37092"}],"version-history":[{"count":1,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/37092\/revisions"}],"predecessor-version":[{"id":37111,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/37092\/revisions\/37111"}],"wp:attachment":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/media?parent=37092"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/categories?post=37092"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/tags?post=37092"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}