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\"ECCV\u4e0a\uff0c\u9876\u5c16\u5b66\u8005\u4eec\u5f00\u59cb\u7814\u7a76\u5982\u4f55\u8ba9AI\u505a\u751f\u610f\u4e86\"\/<\/div><\/figure>\n
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\u4e09\u4e2a\u8d5b\u9053\u7684\u51a0\u519b\u65b9\u6848\u7528\u5230\u4e86Proposer-Critic\u53cc\u6a21\u578b\u9a8c\u8bc1\u3001\u4ece\u7c97\u5230\u7ec6\u7684\u4e24\u9636\u6bb5\u5b9a\u4f4d\uff0c\u4ee5\u53ca\u6309\u7167\u89c6\u9891\u65f6\u957f\u6765\u7075\u6d3b\u5206\u914d\u6a21\u578b\u5904\u7406\u7684\u89c6\u89c9\u4fe1\u606f\u91cf\uff0c\u867d\u7136\u542c\u4e0a\u53bb\u6280\u672f\u540d\u8bcd\u4e0d\u5c11\uff0c\u4f46\u6838\u5fc3\u903b\u8f91\u5c31\u4e00\u53e5\u8bdd\uff1a<\/p>\n

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\u949b\u6781\u6709\u591a\u80fd\u6253\uff1f\u6210\u7ee9\u5df2\u7ecf\u6446\u4e0a\u684c\u9762\u3002<\/p>\n

\u4eca\u5e741\u6708\uff0c\u949b\u6781\u95ee\u7b54\u63a8\u7406\u6a21\u578bTec-Chi-Think-1.0-32B\uff0c\u4ee585.82\u5206\u767b\u9876\u5e7f\u544a\u8425\u9500\u4e13\u4e1a\u5927\u6a21\u578b\u6d4b\u8bc4\u699cSuperCLUE-Mkt\u3002<\/p>\n

\u5927\u7ea6\u534a\u5e74\u540e\uff0c\u949b\u6781\u7684\u5185\u5bb9\u7406\u89e3\u6a21\u578bTec-Chi-VL-1.0-27B\u53c8\u5728SuperCLUE-AdsVU\u51fa\u6d77\u8425\u9500\u89c6\u9891\u7406\u89e3\u6d4b\u8bc4\u4e2d\uff0c\u4ee586.43\u5206\u65a9\u83b7\u603b\u699c\u7b2c\u4e8c\u7684\u6210\u7ee9\uff0c\u4e0e\u963f\u91cc\u5df4\u5df4\u5343\u95eeQwen3.7-Max-20260608\u5171\u540c\u4f4d\u5217\u699c\u5355\u4e9a\u519b\u3002<\/p>\n

\u5728\u8425\u9500\u8fd9\u4e2a\u4e13\u4e1a\u9886\u57df\uff0c\u949b\u6781\u5927\u6a21\u578b\u5df2\u7ecf\u7a33\u7ad9\u5168\u7403\u524d\u5217\u3002<\/p>\n

\u4e0d\u8fc7\u6210\u7ee9\u5355\u80cc\u540e\uff0c\u4eba\u4eec\u603b\u662f\u4f1a\u5173\u6ce8\u66f4\u5b9e\u9645\u7684\u95ee\u9898\uff1a<\/p>\n

\u5b83\u771f\u80fd\u5e72\u6d3b\u5417\uff1f<\/p>\n

\u8425\u9500\u591a\u667a\u80fd\u4f53\u5e73\u53f0Navos\u5c31\u6b64\u767b\u573a\u3002<\/p>\n

\u5982\u679c\u8bf4\u949b\u6781\u5927\u6a21\u578b\u8d1f\u8d23\u770b\u61c2\u548c\u60f3\u660e\u767d\uff0c\u90a3\u53d1\u5e03\u4e8eWAIC 2026\u671f\u95f4\u7684Navos\u5c31\u662f\u4e00\u4e2a\u6267\u884c\u8005\uff1a<\/p>\n

\u5b83\u628a\u6563\u843d\u5728\u4e0d\u540c\u6a21\u578b\u3001\u5de5\u5177\u548c\u4e1a\u52a1\u6d41\u7a0b\u91cc\u7684\u80fd\u529b\u6536\u8fdb\u540c\u4e00\u4e2a\u5165\u53e3\uff0c\u518d\u6309\u7167\u4f01\u4e1a\u76ee\u6807\u8c03\u7528\u4e0d\u540c\u7684\u4e13\u4e1aAgent\uff0c\u628aAI\u771f\u6b63\u653e\u8fdb\u5e02\u573a\u6d1e\u5bdf\u3001\u5185\u5bb9\u751f\u4ea7\u3001\u5e7f\u544a\u6295\u653e\u548c\u6548\u679c\u4f18\u5316\u7b49\u8425\u9500\u6d41\u7a0b\u3002<\/p>\n

\uff1f\uff1f\u8fd9\u4e0d\u5c31\u662f\u5982\u4eca\u5e38\u89c1\u7684\u300c\u5927\u6a21\u578b+\u667a\u80fd\u4f53\u5e73\u53f0\u300d\u90a3\u5957\u6253\u6cd5\u5417\uff1f<\/p>\n

\u786e\u5b9e\uff0c\u65b9\u6cd5\u8bba\u672c\u8d28\u76f8\u540c\uff0c\u771f\u6b63\u62c9\u5f00\u5dee\u8ddd\u7684\u662f\uff1a\u7ed3\u679c\u3002<\/p>\n

\u5546\u4e1a\u793e\u4f1a\u5f88\u6b8b\u9177\uff0c\u4f46\u4e5f\u5f88\u771f\u5b9e\uff0c\u4e00\u9879\u6280\u672f\u53ea\u6709\u8ba9\u4eba\u771f\u6b63\u8d5a\u5230\u94b1\u624d\u6709\u4e0a\u684c\u7684\u53ef\u80fd\u3002<\/p>\n

\u8fd9\u65b9\u9762\uff0c\u6211\u7ffb\u5230\u4e86\u4e00\u4e2a\u633a\u6709\u610f\u601d\u7684\u6848\u4f8b\u3002<\/p>\n

\u4eca\u5e747\u6708\uff0c\u949b\u52a8\u79d1\u6280\u6b63\u5f0f\u6210\u4e3aChatGPT Ads\u5168\u7403\u9996\u6279\u5b98\u65b9\u6280\u672f\u5408\u4f5c\u4f19\u4f34\uff0c\u5728ChatGPT Ads\u9996\u6279\u5e7f\u544a\u4e3b\u5b9a\u5411\u9080\u8bf7\u6d4b\u8bd5\u4e2d\uff0c\u67d0\u51fa\u6d77\u54c1\u724c\u7ecf\u8fc7\u949b\u52a8AI\u6280\u672f\u56e2\u961f\u4f18\u5316\uff0c\u8425\u9500\u6210\u672c\u660e\u663e\u4e0b\u964d\uff0cROI\u63d0\u5347\u5230\u4e86\u539f\u6765\u76842.5\u500d\u3002<\/p>\n

\u5f53\u7136\uff0c\u4e00\u4e2a\u6848\u4f8b\u53ea\u80fd\u8bf4\u660e\u8fd9\u6761\u8def\u8dd1\u901a\u8fc7\uff0c\u80fd\u4e0d\u80fd\u590d\u5236\u8fd8\u5f97\u770b\u66f4\u5927\u7684\u4e1a\u52a1\u76d8\u5b50\u3002<\/p>\n

\u949b\u52a8\u62db\u80a1\u4e66\u663e\u793a\uff0c2025\u5e74\u524d\u4e09\u5b63\u5ea6\uff0c\u5176AI\u8425\u9500\u89e3\u51b3\u65b9\u6848\u6536\u5165\u8fbe\u52301.16\u4ebf\u7f8e\u5143\uff0c\u540c\u6bd4\u589e\u957f68.5%\uff0c\u5360\u516c\u53f8\u603b\u6536\u5165\u768489.5%\uff0c\u540c\u671f\u51c0\u6536\u5165\u7559\u5b58\u7387\u8fbe\u5230132.5%\u3002<\/p>\n

\u7ffb\u8bd1\u7ffb\u8bd1\uff0c\u8001\u5ba2\u6237\u6574\u4f53\u7559\u4e0b\u6765\u7684\u540c\u65f6\uff0c\u8fd8\u5728\u7ee7\u7eed\u589e\u52a0\u6295\u5165\u3002<\/p>\n

\u5230\u8fd9\u91cc\uff0c\u949b\u52a8\u4e00\u76f4\u5f3a\u8c03\u7684\u300cUseful AI\u300d\u5c31\u4e0d\u96be\u7406\u89e3\u4e86\uff1a<\/p>\n

\u771f\u5b9e\u4e1a\u52a1\u63d0\u51fa\u95ee\u9898\uff0c\u6570\u636e\u548c\u53cd\u9988\u8fdb\u5165\u6a21\u578b\uff0cAgent\u628a\u6a21\u578b\u80fd\u529b\u653e\u8fdb\u5de5\u4f5c\u6d41\uff0c\u6700\u540e\u7528\u5546\u4e1a\u7ed3\u679c\u9a8c\u7b54\u6848\u3002<\/p>\n

\u4ece\u6570\u636e\u5230\u6a21\u578b\uff0c\u518d\u5230\u5e94\u7528\u548c\u53ef\u4ee5\u9a8c\u8bc1\u7684\u5546\u4e1a\u4ef7\u503c\uff0c\u8fd9\u6761\u8def\uff0c\u949b\u52a8\u5df2\u7ecf\u5728\u4ea7\u4e1a\u91cc\u8dd1\u4e86\u8d77\u6765\u3002<\/p>\n

MARS2\u6240\u505a\u7684\uff0c\u5c31\u662f\u628a\u8fd9\u5957\u5df2\u7ecf\u5728\u5546\u4e1a\u6218\u573a\u8dd1\u8d77\u6765\u7684\u6280\u672f\u95ed\u73af\u8fdb\u4e00\u6b65\u5f00\u653e\u7ed9\u5168\u7403\u7814\u7a76\u8005\uff0c\u8ba9\u4ea7\u4e1a\u95ee\u9898\u8fdb\u5165\u5b66\u672f\u7814\u7a76\uff0c\u518d\u8ba9\u7814\u7a76\u6210\u679c\u56de\u5230\u4ea7\u4e1a\u63a5\u53d7\u9a8c\u8bc1\u3002<\/p>\n

\u56de\u8fc7\u5934\u770b\uff0c\u949b\u52a8\u79d1\u6280\u80fd\u5728ECCV\u7275\u5934\u53d1\u8d77MARS2\uff0c\u4e00\u8def\u90fd\u6709\u8ff9\u53ef\u5faa\u3002<\/p>\n

\u53e6\u5916\u4f60\u53d1\u73b0\u6ca1\uff0c\u6280\u672f\u516c\u53f8\u5728\u9876\u4f1a\u91cc\u7684\u89d2\u8272\uff0c\u5df2\u7ecf\u6084\u6084\u53d8\u4e86\u3002<\/p>\n

\u4ee5\u524d\u9876\u591a\u6d3e\u51e0\u4e2a\u7814\u7a76\u5458\u53bb\u53d1\u53d1\u8bba\u6587\u3001\u505a\u505a\u62a5\u544a\uff0c\u91cd\u5728\u53c2\u4e0e\uff0c\u73b0\u5728\u4e0d\u4e00\u6837\u4e86\u2014\u2014<\/p>\n

\u8d8a\u6765\u8d8a\u591a\u5782\u76f4\u8d5b\u9053\u7684\u5934\u90e8\u6280\u672f\u516c\u53f8\uff0c\u76f4\u63a5\u4e0b\u573a\u5f53\u8d77\u4e86\u300c\u8bae\u7a0b\u8bbe\u7f6e\u8005\u300d\u3002<\/p>\n

\u6447\u8eab\u4e00\u53d8\uff0c\u76f4\u63a5\u4ece\u4ea4\u5377\u7684\u4eba\u53d8\u6210\u4e86\u51fa\u9898\u7684\u4eba\uff1f\uff1f<\/p>\n

\u56fd\u5185\u8fd9\u7c7b\u6d88\u606f\u6211\u6700\u8fd1\u662f\u6ca1\u5c11\u5237\u5230\uff0c\u8f6c\u5934\u4e00\u770b\u56fd\u5916\uff0c\u597d\u561b\u4e5f\u4e00\u4e2a\u6837\u3002<\/p>\n

CVPR 2025\u7684Embodied AI Workshop\uff0c\u7ec4\u7ec7\u8005\u540d\u5355\u91cc\u5c31\u51fa\u73b0\u4e86NVIDIA\u3001Meta\u3001Apple\u3001Microsoft\u3001Adobe\u3001Amazon\u7b49\u4e00\u4e32\u719f\u6089\u7684\u540d\u5b57\u3002<\/p>\n

\u540c\u5e74\u7684\u81ea\u52a8\u9a7e\u9a76Workshop\uff0c\u8fd8\u7ee7\u7eed\u4e3e\u529eWaymo Open Dataset Challenge\uff0c\u628a\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5728\u771f\u5b9e\u9053\u8def\u4e0a\u9047\u5230\u7684\u95ee\u9898\uff0c\u76f4\u63a5\u6446\u5230\u5168\u7403\u7814\u7a76\u8005\u9762\u524d\u3002<\/p>\n

\u6ca1\u529e\u6cd5\uff0c\u8c01\u8ba9AI\u8d8a\u5f80\u771f\u5b9e\u4e16\u754c\u8d70\uff0c\u6700\u96be\u7684\u95ee\u9898\u5c31\u8d8a\u5bb9\u6613\u51fa\u73b0\u5728\u4ea7\u4e1a\u4e00\u7ebf\u3002<\/p>\n

\u4f01\u4e1a\u6700\u5148\u78b0\u5230\u95ee\u9898\uff0c\u6025\u7740\u8981\u7b54\u6848\uff0c\u800c\u7814\u7a76\u8005\u5929\u5929\u618b\u7740\u65b0\u62db\uff0c\u4e5f\u6025\u7740\u627e\u5730\u65b9\u8bd5\u3002<\/p>\n

\u4e24\u8fb9\u4e00\u62cd\u5373\u5408\uff0cWorkshop\u81ea\u7136\u5c31\u6210\u4e86\u78b0\u5934\u7684\u5730\u65b9\u3002<\/p>\n

\u949b\u52a8\u7275\u5934MARS2\uff0c\u8d70\u7684\u4e5f\u662f\u8fd9\u6761\u8def\u3002<\/p>\n

\u62db\u80a1\u4e66\u663e\u793a\uff0c2025\u5e74\u524d\u4e09\u5b63\u5ea6\uff0c\u949b\u52a8\u8425\u6536\u7ea61.30\u4ebf\u7f8e\u5143\uff0c\u540c\u6bd4\u589e\u957f74.5%\uff0c\u5176\u4e2dAI\u8425\u9500\u89e3\u51b3\u65b9\u6848\u5360\u603b\u6536\u5165\u768489.5%\uff0c\u51c0\u5229\u6da6\u8fbe\u52305568\u4e07\u7f8e\u5143\u3002<\/p>\n

\u518d\u628a\u65f6\u95f4\u62c9\u957f\uff0c\u949b\u52a8\u5df2\u7ecf\u8fde\u7eed\u4e09\u5e74\u4fdd\u6301\u8d85\u8fc782%\u7684\u6bdb\u5229\u7387\uff0c\u8d26\u4e0a\u73b0\u91d1\u50a8\u5907\u8d85\u8fc74.4\u4ebf\u7f8e\u5143\u3002<\/p>\n

\u8fd9\u4efd\u5546\u4e1a\u6210\u7ee9\u80cc\u540e\uff0c\u662f\u4e00\u4e2a\u76f8\u5f53\u590d\u6742\u7684\u591a\u6a21\u6001\u4e1a\u52a1\u73b0\u573a\u3002\u4e0d\u540c\u5e02\u573a\u3001\u4e0d\u540c\u6587\u5316\u3001\u4e0d\u540c\u7528\u6237\uff0c\u518d\u52a0\u4e0a\u753b\u9762\u3001\u58f0\u97f3\u3001\u6587\u6848\u548c\u8425\u9500\u76ee\u6807\u540c\u65f6\u51fa\u73b0\uff0c\u968f\u4fbf\u62ce\u51fa\u4e00\u9879\uff0c\u90fd\u591f\u591a\u6a21\u6001AI\u597d\u597d\u7814\u7a76\u4e00\u756a\u3002<\/p>\n

\u6240\u4ee5\u5b83\u628a\u95ee\u9898\u642c\u8fdb\u4e86MARS2\uff0c\u949b\u52a8\u51fa\u9898\uff0c\u5168\u7403\u9876\u5c16\u7814\u7a76\u8005\u5e26\u6765\u65b0\u601d\u8def\u65b0\u65b9\u6cd5\uff0c\u597d\u7684\u65b9\u6848\u518d\u56de\u9988\u6574\u4e2a\u4ea7\u4e1a\u3002\u987a\u5e26\u7740\uff0c\u5168\u7403AI\u4eba\u624d\u4e5f\u501f\u8fd9\u4e2a\u673a\u4f1a\uff0c\u76f4\u63a5\u548c\u4ea7\u4e1a\u4e00\u7ebf\u63a5\u4e0a\u4e86\u5934\u3002<\/p>\n

Agentic Commerce\u65b9\u5411\u7684\u300c\u4ea7\u5b66\u7814\u8fde\u63a5\u5668\u300d\uff0c\u949b\u52a8\u628a\u8fd9\u4e2a\u89d2\u8272\u7acb\u4f4f\u4e86\u3002<\/p>\n

\u518d\u5f80\u6df1\u4e00\u5c42\u770b\uff0cMARS2\u6307\u5411\u7684\uff0c\u4e5f\u662f\u591a\u6a21\u6001AI\u63a5\u4e0b\u6765\u4e00\u4e2a\u8d8a\u6765\u8d8a\u6e05\u6670\u7684\u65b9\u5411\uff1a<\/p>\n

\u56de\u5230\u771f\u5b9e\u5546\u4e1a\u573a\u666f\u91cc\u53bb\u3002<\/p>\n

\u8fc7\u53bb\u6bd4\u7684\u662f\u6a21\u578b\u80fd\u4e0d\u80fd\u770b\u61c2\u56fe\u7247\u548c\u89c6\u9891\uff0c\u63a5\u4e0b\u6765\u8981\u6bd4\u7684\uff0c\u662f\u5b83\u80fd\u4e0d\u80fd\u5728\u4e0d\u540c\u8bed\u8a00\u3001\u6587\u5316\u548c\u5546\u4e1a\u76ee\u6807\u4ea4\u7ec7\u7684\u73af\u5883\u91cc\uff0c\u771f\u6b63\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n

\u9876\u4f1a\u5f00\u59cb\u8ba8\u8bba\u4ec0\u4e48\uff0c\u5f80\u5f80\u9884\u793a\u7740\u6280\u672f\u4e0b\u4e00\u6b65\u4f1a\u5f80\u54ea\u91cc\u8d70\u3002<\/p>\n

\u8fd9\u4e00\u6b21\uff0c\u65b9\u5411\u6307\u5411\u4e86\u771f\u5b9e\u5546\u4e1a\u4e16\u754c\u3002<\/p>\n

\u800c\u949b\u52a8\u79d1\u6280\uff0c\u5df2\u7ecf\u63d0\u524d\u4e00\u6b65\uff0c\u628a\u8fd9\u9053\u9898\u6446\u4e0a\u4e86\u684c\u9762\u3002<\/p>\n

\u5b8c\u6574\u62a5\u544a\uff1ahttps:\/\/openreview.net\/forum?id=60wA5w8i5L\u5f00\u6e90\u5730\u5740\uff1ahttps:\/\/mars2workshop.github.io\/eccv2026\/<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

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