{"id":8492,"date":"2026-05-25T06:35:05","date_gmt":"2026-05-24T22:35:05","guid":{"rendered":"https:\/\/infernews.com\/blog\/benchmarking-spatial-intelligence-under-visual-degradation\/"},"modified":"2026-05-25T06:41:29","modified_gmt":"2026-05-24T22:41:29","slug":"benchmarking-spatial-intelligence-under-visual-degradation","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/benchmarking-spatial-intelligence-under-visual-degradation\/","title":{"rendered":"SpaceDG \u8a55\u6e2c\uff1a\u6a21\u7cca\u5f71\u50cf\u4e0b\u7684\u7a7a\u9593\u63a8\u7406"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/teaser-7daa4e1bf37e.jpg\" alt=\"logo\"\/><\/figure>\n\n\n\n<p>SpaceDG\u662f\u4e00\u500b\u570d\u7e5e\u7a7a\u9593\u7406\u89e3\u800c\u8a2d\u7684\u8a55\u6e2c\u9805\u76ee\uff0c\u91cd\u9ede\u4e0d\u5728\u300c\u6e05\u6670\u5716\u7247\u7b54\u5f97\u5e7e\u597d\u300d\uff0c\u800c\u662f\u9032\u4e00\u6b65\u6aa2\u67e5\u5716\u7247\u51fa\u73fe\u6a21\u7cca\u3001\u4f4e\u5149\u3001\u58d3\u7e2e\u5931\u771f\u3001\u5929\u6c23\u5e72\u64fe\u6216\u93e1\u982d\u8b8a\u5f62\u4e4b\u5f8c\uff0c\u6a21\u578b\u4ef2\u80fd\u5426\u5224\u65b7\u65b9\u5411\u3001\u4f4d\u7f6e\u540c\u7269\u4ef6\u95dc\u4fc2\u3002\u9019\u9ede\u5f88\u8cbc\u8fd1\u771f\u5be6\u74b0\u5883\uff0c\u56e0\u70ba\u4e0d\u5c11\u73fe\u5834\u5f71\u50cf\u672c\u4f86\u5c31\u672a\u5fc5\u5b8c\u7f8e\u3002<\/p>\n\n\n\n<p>\u52d5\u624b\u65b9\u5f0f\u76f8\u7576\u6e05\u695a\uff1a\u5148\u6309\u9805\u76ee\u63d0\u4f9b\u7684 EASI \u6d41\u7a0b\u6e96\u5099\u74b0\u5883\uff0c\u518d\u4e0b\u8f09 SpaceDG-Bench \u6578\u64da\uff0c\u4e4b\u5f8c\u4fbf\u53ef\u628a\u81ea\u5df1\u7684\u591a\u6a21\u614b\u6a21\u578b\u653e\u5165\u540c\u4e00\u5957\u8a55\u6e2c\u6846\u67b6\u6bd4\u8f03\u8868\u73fe\u3002\u5c0d\u7814\u7a76\u6216\u7522\u54c1\u6e2c\u8a66\u4f86\u8aaa\uff0c\u9019\u6bd4\u55ae\u770b\u4e00\u822c VQA \u5206\u6578\u66f4\u6709\u53c3\u8003\u50f9\u503c\uff0c\u56e0\u70ba\u5b83\u5c08\u9580\u6aa2\u67e5\u6a21\u578b\u5728\u300c\u7747\u5f97\u5514\u6e05\u695a\u300d\u6642\u6703\u9ede\u6a23\u5931\u6e96\u3002<\/p>\n\n\n\n<p>\u9019\u500b\u9805\u76ee\u7684\u7279\u5225\u4e4b\u8655\uff0c\u5728\u65bc\u5b83\u4e0d\u662f\u96a8\u4fbf\u52a0\u566a\u8072\uff0c\u800c\u662f\u628a\u4e5d\u7a2e\u5f71\u50cf\u9000\u5316\u6548\u679c\u7d0d\u5165 3D Gaussian Splatting \u6e32\u67d3\u6d41\u7a0b\uff0c\u4ee4\u9000\u5316\u66f4\u63a5\u8fd1\u7269\u7406\u6210\u56e0\u3002\u516c\u958b\u8cc7\u6599\u986f\u793a\uff0c\u6574\u9ad4\u6578\u64da\u898f\u6a21\u7d04\u6709 100 \u842c\u7d44\u554f\u7b54\uff0c\u8986\u84cb\u63a5\u8fd1 1,000 \u500b\u5ba4\u5167\u5834\u666f\uff0c\u53e6\u6709\u4eba\u5de5\u9a57\u8b49\u7684 SpaceDG-Bench\uff0c\u5305\u542b 1,102 \u689d\u554f\u984c\u300111\u985e\u63a8\u7406\u4efb\u52d9\u8207\u8d85\u904e 1 \u842c\u500b VQA \u4f8b\u5b50\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5df2\u8a55\u6e2c 25 \u500b\u958b\u6e90\u53ca\u9589\u6e90\u6a21\u578b\uff0c\u8986\u84cb\u9762\u7b97\u5ee3<\/li>\n\n\n\n<li>\u5f71\u50cf\u9000\u5316\u6703\u666e\u904d\u62c9\u4f4e\u7a7a\u9593\u63a8\u7406\u8868\u73fe\uff0c\u4eba\u985e\u4ea6\u540c\u6a23\u53d7\u5f71\u97ff<\/li>\n\n\n\n<li>\u9000\u5316\u76e3\u7763\u5fae\u8abf\u53ef\u540c\u6642\u6539\u5584\u4e7e\u6de8\u8207\u53d7\u5e72\u64fe\u5716\u7247\u7684\u8868\u73fe<\/li>\n\n\n\n<li>\u7269\u4ef6\u8a08\u6578\u7b49\u7d30\u7bc0\u611f\u77e5\uff0c\u4f3c\u4e4e\u6bd4\u90e8\u5206\u5e7e\u4f55\u63a8\u7406\u66f4\u6613\u53d7\u5f71\u97ff<\/li>\n\n\n\n<li>\u6587\u4e2d\u63d0\u5230\u7684\u76f8\u95dc\u6a21\u578b\u5305\u62ec GPT-5.4\u3001Gemini-3.1-Pro\u3001Qwen3.6Plus\u3001InternVL 3.5-38B \u53ca\u4f5c\u8005\u7684 8B \u7248\u672c<\/li>\n<\/ul>\n\n\n\n<p>\u6574\u9ad4\u4f86\u770b\uff0cSpaceDG\u6700\u9069\u5408\u505a\u6a21\u578b\u8a55\u4f30\u3001\u7a69\u5065\u6027\u7814\u7a76\uff0c\u4ee5\u53ca\u9700\u8981\u8655\u7406\u76e3\u63a7\u3001\u6a5f\u68b0\u4eba\u3001\u5ba4\u5167\u5c0e\u822a\u7b49\u5834\u666f\u7684\u5718\u968a\u3002\u82e5\u4f60\u95dc\u5fc3\u7684\u4e0d\u53ea\u662f\u6a21\u578b\u300c\u6700\u597d\u60c5\u6cc1\u300d\u6709\u5e7e\u53fb\uff0c\u800c\u662f\u5b83\u5728\u666e\u901a\u751a\u81f3\u8f03\u5dee\u756b\u9762\u4e0b\u662f\u5426\u4ecd\u53ef\u9760\uff0c\u9019\u500b\u9805\u76ee\u76f8\u7576\u503c\u5f97\u7559\u610f\uff1b\u81f3\u65bc\u500b\u5225\u5206\u6578\u8207\u5b8c\u6574\u8a2d\u5b9a\uff0c\u4ecd\u5efa\u8b70\u914d\u5408\u8ad6\u6587\u8207\u57fa\u6e96\u9801\u9762\u4e00\u4f75\u95b1\u8b80\u3002<\/p>\n\n\n\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/Visionary-Laboratory\/SpaceDG\" rel=\"noopener noreferrer\">https:\/\/github.com\/Visionary-Laboratory\/SpaceDG<\/a><\/p>\n\n\n\n<p><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2605.22536\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2605.22536<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SpaceDG\u628a\u300c\u5f71\u50cf\u8b8a\u5dee\u5f8c\uff0c\u6a21\u578b\u4ef2\u8b58\u5514\u8b58\u7747\u4f4d\u300d\u8b8a\u6210\u53ef\u91cf\u5316\u554f\u984c\u3002\u5462\u500b\u9805\u76ee\u7279\u5225\u9069\u5408\u95dc\u6ce8\u591a\u6a21\u614b\u6a21\u578b\u7a69\u5b9a\u6027\u7684\u4eba\u3002<\/p>\n","protected":false},"author":8,"featured_media":8491,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[133,197,200],"tags":[],"class_list":["post-8492","post","type-post","status-publish","format-standard","hentry","category-133","category-framework","category-200"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8492","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=8492"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8492\/revisions"}],"predecessor-version":[{"id":8496,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8492\/revisions\/8496"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8491"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8492"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8492"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}