{"id":8076,"date":"2026-05-08T04:15:52","date_gmt":"2026-05-07T20:15:52","guid":{"rendered":"https:\/\/infernews.com\/blog\/?p=8076"},"modified":"2026-05-08T04:15:53","modified_gmt":"2026-05-07T20:15:53","slug":"hermes-toward-a-unified-driving-world-model-for-3d-scene-understanding-and-gener","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/hermes-toward-a-unified-driving-world-model-for-3d-scene-understanding-and-gener\/","title":{"rendered":"HERMESV2\uff1a\u628a3D\u7406\u89e3\u8207\u672a\u4f86\u9810\u6e2c\u5408\u800c\u70ba\u4e00\u7684\u81ea\u99d5\u4e16\u754c\u6a21\u578b"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/pipeline-8aacf6c2a179.jpg\" alt=\"HERMES++ overview\" \/><\/figure>\n<p>HERMES++\u662f\u4e00\u500b\u9762\u5411\u81ea\u52d5\u99d5\u99db\u7684\u7d71\u4e00\u4e16\u754c\u6a21\u578b\uff0c\u6838\u5fc3\u76ee\u6a19\u4e0d\u662f\u53ea\u505a\u672a\u4f86\u5834\u666f\u751f\u6210\uff0c\u800c\u662f\u540c\u6642\u8655\u7406<strong>3D\u5834\u666f\u7406\u89e3<\/strong>\u8207<strong>\u672a\u4f86\u5e7e\u4f55\u9810\u6e2c<\/strong>\u3002\u9019\u9ede\u5f88\u95dc\u9375\uff0c\u56e0\u70ba\u591a\u6578\u65b9\u6cd5\u901a\u5e38\u504f\u91cd\u5176\u4e2d\u4e00\u7aef\uff0c\u5c0e\u81f4\u8a9e\u610f\u7406\u89e3\u8207\u7269\u7406\u6f14\u5316\u4e4b\u9593\u4ecd\u6709\u843d\u5dee\u3002<\/p>\n<p>\u5be6\u969b\u4f7f\u7528\u4e0a\uff0c\u5b83\u6bd4\u8f03\u9069\u5408\u62ff\u4f86\u7576\u7814\u7a76\u578b\u6846\u67b6\uff1a\u5148\u628a\u591a\u8996\u89d2\u8f38\u5165\u6574\u7406\u6210BEV\u8868\u793a\uff0c\u518d\u8b93\u6a21\u578b\u5728\u5171\u4eab\u8868\u793a\u4e0a\u540c\u6642\u56de\u7b54\u7576\u524d\u5834\u666f\u7406\u89e3\u4efb\u52d9\uff0c\u4e26\u63a8\u4f30\u672a\u4f86\u5e7e\u4f55\u8b8a\u5316\u3002\u82e5\u5718\u968a\u6b63\u5728\u505a\u81ea\u99d5\u611f\u77e5\u3001\u6a21\u64ec\u9810\u6e2c\u6216\u4e16\u754c\u6a21\u578b\u6574\u5408\uff0c\u9019\u7a2e\u8a2d\u8a08\u80fd\u6e1b\u5c11\u5206\u6563\u5efa\u6a21\u7684\u6210\u672c\u3002<\/p>\n<p>\u9019\u500b\u5c08\u6848\u6700\u6709\u610f\u601d\u7684\u5275\u65b0\uff0c\u5728\u65bc\u628a\u9069\u5408\u8a9e\u610f\u63a8\u7406\u7684\u8cc7\u8a0a\u8207\u5e7e\u4f55\u6f14\u5316\u9700\u6c42\u63a5\u8d77\u4f86\u3002\u5b83\u900f\u904eBEV token\u627f\u63a5\u591a\u8996\u89d2\u7a7a\u9593\u8cc7\u8a0a\uff0c\u518d\u52a0\u5165<strong>LLM-enhanced world queries<\/strong>\u3001<strong>Current-to-Future Link<\/strong>\u8207<strong>Joint Geometric Optimization<\/strong>\uff0c\u8b93\u76ee\u524d\u5834\u666f\u8a9e\u610f\u80fd\u66f4\u81ea\u7136\u5730\u5f71\u97ff\u672a\u4f86\u7d50\u69cb\u751f\u6210\u3002<\/p>\n<p>\u91cd\u9ede\u6458\u8981\u5982\u4e0b\uff1a<br \/>\n&#8211; \u4ee5\u55ae\u4e00\u6846\u67b6\u540c\u6642\u652f\u63f43D\u7406\u89e3\u8207\u672a\u4f86\u9ede\u96f2\uff0f\u5e7e\u4f55\u9810\u6e2c<br \/>\n&#8211; \u4f7f\u7528BEV\u8868\u793a\u58d3\u7e2e\u591a\u8996\u89d2\u8f38\u5165\uff0c\u4fdd\u7559\u8f03\u4e00\u81f4\u7684\u7a7a\u9593\u7d50\u69cb<br \/>\n&#8211; \u900f\u904e\u8a9e\u8a00\u63a8\u7406\u589e\u5f37\u7684world queries\u50b3\u905e\u8a9e\u610f\u8207\u4e16\u754c\u77e5\u8b58<br \/>\n&#8211; \u7528\u5e7e\u4f55\u986f\u5f0f\u8207\u96b1\u5f0f\u7d04\u675f\u63d0\u5347\u672a\u4f86\u5834\u666f\u7d50\u69cb\u4e00\u81f4\u6027<\/p>\n<p>\u82e5\u5f9e\u61c9\u7528\u5834\u666f\u4f86\u770b\uff0cHERMES++\u6700\u9069\u5408\u7528\u5728\u9700\u8981\u300c\u7406\u89e3\u73fe\u5728\u3001\u63a8\u6f14\u672a\u4f86\u300d\u7684\u81ea\u99d5\u7814\u7a76\uff0c\u4f8b\u5982\u672a\u4f86\u5834\u666f\u6a21\u64ec\u3001\u611f\u77e5\u8207\u9810\u6e2c\u806f\u5408\u5efa\u6a21\uff0c\u6216\u4f5c\u70ba\u4e0b\u6e38\u898f\u5283\u7cfb\u7d71\u7684\u524d\u7aef\u4e16\u754c\u8868\u5fb5\u3002README\u8207\u5c08\u6848\u9801\u9762\u986f\u793a\u5b83\u5728\u591a\u500b\u57fa\u6e96\u4e0a\u6709\u4e0d\u932f\u8868\u73fe\uff0c\u4f46\u82e5\u8981\u8a55\u4f30\u5be6\u52d9\u90e8\u7f72\u50f9\u503c\uff0c\u4ecd\u5efa\u8b70\u9032\u4e00\u6b65\u78ba\u8a8d\u63a8\u8ad6\u6210\u672c\u3001\u8cc7\u6599\u9700\u6c42\u8207\u7279\u5b9a\u4efb\u52d9\u8a2d\u5b9a\u3002<\/p>\n<p>\u5982\u9700\u7279\u5b9a\u6a21\u578b\uff0c\u5c08\u6848\u5167\u5bb9\u660e\u78ba\u63d0\u5230\u6703\u7d50\u5408<strong>\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09<\/strong>\u9032\u884c\u8a9e\u610f\u77e5\u8b58\u8f49\u79fb\uff1b\u4e0d\u904e\u5be6\u969b\u63a1\u7528\u7684\u57fa\u790e\u6a21\u578b\u7d30\u7bc0\uff0c\u5f9e\u76ee\u524d\u63d0\u4f9b\u8cc7\u8a0a\u4e2d\u4e0d\u5b9c\u904e\u5ea6\u63a8\u5b9a\u3002\u6574\u9ad4\u800c\u8a00\uff0c\u9019\u4e0d\u662f\u5165\u9580\u578b\u5957\u4ef6\uff0c\u800c\u662f\u4e00\u500b\u76f8\u7576\u6709\u7814\u7a76\u542b\u91cf\u3001\u8a66\u5716\u6253\u901a\u7406\u89e3\u8207\u751f\u6210\u908a\u754c\u7684\u81ea\u99d5\u4e16\u754c\u6a21\u578b\u65b9\u6848\u3002<\/p>\n<p><strong>Source:<\/strong> <a href=\"https:\/\/github.com\/H-EmbodVis\/HERMESV2\" rel=\"noopener noreferrer\">https:\/\/github.com\/H-EmbodVis\/HERMESV2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>HERMES++\u8a66\u5716\u628a\u5834\u666f\u7406\u89e3\u8207\u672a\u4f86\u5e7e\u4f55\u751f\u6210\u653e\u9032\u540c\u4e00\u5957\u6846\u67b6\u3002\u5c0d\u7814\u7a76\u81ea\u99d5\u611f\u77e5\u8207\u4e16\u754c\u6a21\u578b\u7684\u4eba\u4f86\u8aaa\uff0c\u9019\u500b\u65b9\u5411\u5f88\u503c\u5f97\u95dc\u6ce8\u3002<\/p>\n","protected":false},"author":8,"featured_media":8075,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[133,169,120,186],"tags":[],"class_list":["post-8076","post","type-post","status-publish","format-standard","hentry","category-133","category-169","category-120","category-186"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8076","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=8076"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8076\/revisions"}],"predecessor-version":[{"id":8077,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8076\/revisions\/8077"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8075"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}