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src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/04\/3d5a950d9275d0928cd17e584a50d465.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u5f53200\u4f4d\u5177\u8eab\u4ece\u4e1a\u8005\u88ab\u62c9\u8fdb\u540c\u4e00\u4e2a\u5c4b\u5b50\"\/><\/div><\/figure>\n<p>Aurelia \u53d1\u81ea 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Law\u5728\u5177\u8eab\u9886\u57df\u6210\u7acb\uff0c\u9700\u8981\u66f4\u5927\u89c4\u6a21\u6570\u636e\u7684\u6301\u7eed\u79ef\u7d2f\u3002\u6b64\u5916\uff0c\u591a\u4efb\u52a1\u8054\u5408\u8bad\u7ec3\uff08multi-task fine-tuning\uff09\u76f8\u6bd4\u5355\u4efb\u52a1\u8bad\u7ec3\u6709\u4e00\u5b9a\u7684\u6027\u80fd\u63d0\u5347\uff0c\u5370\u8bc1\u4e86\u4efb\u52a1\u95f4\u52a8\u4f5c\u77e5\u8bc6\u7684\u53ef\u5171\u4eab\u6027\u3002<\/p>\n<p>\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u526f\u6559\u6388\u3001\u4e0a\u6d77\u521b\u667a\u5b66\u9662\u5168\u804c\u5bfc\u5e08\u674e\u6c38\u9732\uff0c\u4ece\u5b66\u672f\u89c6\u89d2\u9610\u8ff0\u4e86GM-100\u5177\u8eab\u64cd\u4f5c\u8bc4\u6d4b\u57fa\u51c6\u7684\u8bbe\u8ba1\u7406\u5ff5\u4e0e\u6838\u5fc3\u53d1\u73b0\uff0c\u5e76\u5ef6\u4f38\u81f3\u5177\u8eab\u6570\u636e\u7684\u6839\u672c\u6027\u79d1\u5b66\u95ee\u9898\u3002<\/p>\n<p>\u674e\u6c38\u9732\u9996\u5148\u629b\u51fa\u4e00\u4e2a\u53cd\u95ee\uff1a\u673a\u5668\u4eba\u8bc4\u6d4b\u4e3a\u4ec0\u4e48\u9700\u8981\u7edf\u4e00\u6807\u51c6\uff1f\u5728\u4ed6\u770b\u6765\uff0cAI\u662f\u4e00\u4e2a\u7279\u6b8a\u9886\u57df\uff0c\u8bc4\u6d4b\u5bf9\u8c61\u7684\u590d\u6742\u6027\u672c\u8eab\u5c31\u51b3\u5b9a\u4e86\u7a33\u5b9a\u7684Benchmark\u6781\u96be\u6784\u5efa\u3002<\/p>\n<p>\u4f46\u8fd9\u4ef6\u4e8b\u5fc5\u987b\u505a\uff0c\u8981\u628a\u8bc4\u6d4b\u53d8\u6210\u79d1\u5b66\u95ee\u9898\uff0c\u800c\u975e\u5de5\u7a0b\u95ee\u9898\u3002<\/p>\n<p>\u4ed6\u6307\u51fa\uff0c\u5728\u5b9a\u4e49\u673a\u5668\u4eba\u4efb\u52a1\u65f6\u5b58\u5728\u4e24\u79cd\u601d\u8def\uff1a\u4e00\u662f\u7814\u7a76\u8005\u62cd\u8111\u888b\u5217\u4e3e\u4efb\u52a1\uff1b\u4e8c\u662f\u4ece\u771f\u5b9e\u573a\u666f\u5f52\u7eb3\uff0c\u518d\u7528\u5927\u6a21\u578b\u8fc7\u6ee4\u6574\u5408\u3002<\/p>\n<p>\u4f46\u65e0\u8bba\u54ea\u79cd\u65b9\u5f0f\uff0c\u90fd\u9762\u4e34\u201c\u83ab\u62c9\u7ef4\u514b\u6096\u8bba\u201d\uff1a\u6211\u4eec\u4ee5\u4e3a\u673a\u5668\u4eba\u64c5\u957f\u7684\u4e8b\u60c5\u53cd\u800c\u5f88\u96be\uff1b\u6211\u4eec\u4ee5\u4e3a\u5b83\u96be\u7684\u4e8b\u60c5\uff0c\u673a\u5668\u5374\u5f88\u64c5\u957f\u3002<\/p>\n<p>\u674e\u6c38\u9732\u4e3e\u4f8b\u8bf4\u660e\uff0c\u5237\u9505\u4e0e\u5237\u9a6c\u6876\u7684\u7269\u7406\u8fc7\u7a0b\u9ad8\u5ea6\u76f8\u4f3c\uff0c\u6df7\u5408\u8bad\u7ec3\u65f6\u4f1a\u4e92\u76f8\u63d0\u5206\uff1b\u800c\u6298\u65ad\u4e00\u6839\u7b77\u5b50\u548c\u6298\u65ad\u4e00\u622a\u91d1\u5c5e\u68d2\uff0c\u7269\u7406\u8fc7\u7a0b\u5b8c\u5168\u4e0d\u540c\uff0c\u4f46\u8bed\u8a00\u5c42\u9762\u5374\u662f\u540c\u4e00\u4e2a\u8bcd\u3002<\/p>\n<p>\u8bed\u8a00\u63cf\u8ff0\u65e0\u6cd5\u6709\u6548\u533a\u5206\u7269\u7406\u8fc7\u7a0b\uff0c\u8fd9\u662f\u5f53\u524d\u5177\u8eab\u6570\u636e\u6807\u6ce8\u4f53\u7cfb\u7684\u6839\u672c\u6027\u7f3a\u9677\u3002<\/p>\n<p>GM-100\u5171\u8bbe\u8ba1100\u4e2a\u8bc4\u6d4b\u4efb\u52a1\uff0c\u540d\u79f0\u6765\u6e90\u4e8e\u201c\u957f\u5f81\u4e8c\u4e07\u4e94\u5343\u91cc\u201d\uff0c100\u91cc\u521a\u521a\u5f00\u59cb\uff0c\u662f\u5c0f\u8bd5\u725b\u5200\u3002\u4efb\u52a1\u9009\u53d6\u7684\u6838\u5fc3\u539f\u5219\u662f\uff0c\u8986\u76d6\u5f53\u524d\u4e3b\u6d41\u9884\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u672a\u5145\u5206\u6db5\u76d6\u7684\u7269\u7406\u8fc7\u7a0b\u3002<\/p>\n<p>\u5728\u4efb\u52a1\u8bbe\u8ba1\u4e0a\uff0cGM-100\u7279\u610f\u7eb3\u5165\u4e86\u4e00\u6279\u76f4\u89c9\u4e0a\u4e0d\u96be\uff0c\u4f46\u5b9e\u9645\u5bf9\u6a21\u578b\u6781\u5177\u6311\u6218\u6027\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u4e32\u7cd6\u846b\u82a6\u3001\u5f39\u7403\u5165\u6846\u3001\u538b\u5236\u968f\u673a\u6eda\u52a8\u7684\u5c0f\u7403\u7b49\u3002<\/p>\n<p>\u8bc4\u6d4b\u7ed3\u679c\u5370\u8bc1\u4e86\u8fd9\u4e00\u5224\u65ad\uff0cPi 0.5\u5f97\u5206\u4ec513\u5206\uff0cLingBot-VLA + Depth\u5f97\u520617\u5206\uff0c\u6574\u4f53\u6210\u529f\u7387\u666e\u904d\u504f\u4f4e\u3002<\/p>\n<p>\u674e\u6c38\u9732\u8ba4\u4e3a\u8fd9\u6070\u6070\u662f\u597d\u57fa\u51c6\u5e94\u6709\u7684\u6837\u5b50\uff1a\u201c\u4f4e\u5206\u672a\u5fc5\u4ee3\u8868\u597d\uff0c\u4f46\u8d77\u6b65\u5c31\u62ff\u9ad8\u5206\u80af\u5b9a\u4e0d\u884c\u3002\u8981\u662f\u521a\u53d1\u5e03\u5927\u5bb6\u90fd\u80fd\u51b2\u4e0a80\u5206\uff0c\u90a3\u8fd9\u4e2a\u57fa\u51c6\u5c31\u5e9f\u4e86\u3002\u201d<\/p>\n<p>GM-100\u91c7\u7528\u5f00\u653e\u5e73\u53f0\u6a21\u5f0f\uff0c\u4efb\u52a1\u7269\u6599\u6e05\u5355\u3001GT\u6f14\u793a\u89c6\u9891\u3001Leaderboard\u5747\u516c\u5f00\uff0c\u9f13\u52b1\u793e\u533a\u81ea\u884c\u4e0a\u4f20\u6d4b\u8bc4\u7ed3\u679c\uff0c\u4ee5\u4f17\u5305\u65b9\u5f0f\u5f62\u6210\u5171\u8bc6\u3002\u6570\u636e\u96c6\u5f00\u6e90\u4e00\u4e2a\u6708\u5185\u4e0b\u8f7d\u91cf\u7a81\u78345\u4e07\u6b21\u3002<\/p>\n<p>\u4ed6\u8ba4\u4e3a\u5bf9\u4e8e\u6570\u636e\u7684\u4f7f\u7528\u8fd8\u9700\u8981\u65b0\u7684\u67b6\u6784\u548c\u8303\u5f0f\u3002\u5bf9\u6b64\u8fd8\u5206\u4eab\u4e86\u4e00\u7ec4\u5173\u952e\u6570\u636e\uff1a\u4ece\u7ea612\u4e07\u5c0f\u65f6\u7684Ego-centric\u4eba\u7c7b\u884c\u4e3a\u6570\u636e\u4e2d\u7b5b\u9009\u540e\uff0c\u771f\u6b63\u53ef\u7528\u4e8eVLA\u9884\u8bad\u7ec3\u7684\u6570\u636e\u4e0d\u8d85\u8fc75000\u5c0f\u65f6\uff1b\u800c\u67d0\u673a\u6784\u516c\u5f00\u768411\u4e07\u5c0f\u65f6\u5de5\u5382\u89c6\u9891\u6570\u636e\uff0c\u7ecf\u8fc7\u7b5b\u9009\uff0c\u4e50\u89c2\u4f30\u8ba1\u53ef\u7528\u6bd4\u4f8b\u7ea6\u4e3a3%\u3002<\/p>\n<p>\u5728\u6570\u636e\u6311\u6218\u8fd9\u4e00\u8bae\u9898\u4e0a\uff0c\u51e0\u4f4d\u5609\u5bbe\u7ed9\u51fa\u4e86\u5404\u81ea\u6700\u6df1\u7684\u611f\u53d7\u3002<\/p>\n<p>\u5317\u4eac\u4eba\u5f62\u8f66\u6b63\u5e73\u8ba4\u4e3a\uff0c\u5927\u89c4\u6a21\u6570\u636e\u91c7\u96c6\u4e2d\uff0c\u6700\u96be\u7684\u95ee\u9898\u662f\u8ba4\u77e5\u5bf9\u9f50\uff0c\u5982\u4f55\u5c06\u7b97\u6cd5\u56e2\u961f\u5bf9\u6570\u636e\u9700\u6c42\u7684\u7406\u89e3\uff0c\u6709\u6548\u4f20\u8fbe\u7ed9\u4e00\u7ebf\u6570\u91c7\u4eba\u5458\u3002<\/p>\n<p>\u4ed6\u4e3e\u4f8b\u8bf4\uff0c\u91c7\u96c6\u6570\u636e\u7684\u591a\u76f8\u673a\u89c6\u89d2\u4e0e\u6570\u91c7\u5458\u7684\u81ea\u7136\u89c6\u89d2\u5b58\u5728\u663e\u8457\u5dee\u8ddd\uff0c\u82e5\u4e0d\u63d0\u524d\u5728\u6d41\u7a0b\u4e2d\u52a0\u4ee5\u5f3a\u5316\u7ea6\u675f\uff0c\u91c7\u96c6\u5230\u7684\u6570\u636e\u5c06\u65e0\u6cd5\u652f\u6491\u673a\u5668\u4eba\u89c6\u89d2\u4e0b\u7684\u7cbe\u7ec6\u64cd\u4f5c\u3002<\/p>\n<p>\u8682\u8681\u7075\u6ce2\u9ec4\u7528\u97ec\u4ece\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u7684\u4ece\u4e1a\u80cc\u666f\u5207\u5165\uff0c\u63d0\u51fa\u5177\u8eab\u667a\u80fd\u6570\u636e\u9762\u4e34\u7684\u4e09\u79cd\u65e0\u6cd5\u5bf9\u9f50\u7684\u95ee\u9898\uff1a<\/p>\n<p>\u9996\u5148\u662f\u5b66\u4e60\u5bf9\u8c61\u4e0e\u6570\u636e\u4e0d\u5bf9\u9f50\uff0c\u9065\u64cd\u4f5c\u52a8\u4f5c\u8d28\u91cf\u5929\u82b1\u677f\u592a\u4f4e\uff0c\u8fdc\u4e0d\u53ca\u4eba\u7c7b\u65e5\u5e38\u771f\u5b9e\u80fd\u529b\uff1b\u5176\u6b21\u662f\u4efb\u52a1\u5206\u5e03\u4e0e\u6570\u636e\u4e0d\u5bf9\u9f50\uff0c\u91c7\u96c6\u7684\u662f\u6293\u62ff\u653e\uff0c\u7528\u6237\u8981\u7684\u662f\u5207\u83dc\u6d17\u7897\uff1b\u5176\u4e09\u662f\u672c\u4f53\u95f4\u4e0d\u5bf9\u9f50\uff0c\u4e0d\u540c\u673a\u5668\u4eba\u7684\u96f6\u4f4d\u8bef\u5dee\u548c\u4f20\u611f\u5668\u6807\u5b9a\u5dee\u5f02\u65e0\u6cd5\u7edf\u4e00\u3002<\/p>\n<p>\u667a\u6e90\u7814\u7a76\u9662\u59da\u56fd\u624d\u5219\u6307\u51fa\uff0c\u5f53\u524d\u884c\u4e1a\u6700\u5927\u7684\u963b\u529b\u662f\u201c\u592a\u7740\u6025\u201d\u3002\u5927\u5bb6\u90fd\u60f3\u8981\u767e\u4e07\u5c0f\u65f6\u7ea7\u6570\u636e\u53bbScale 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the 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