GeoSolver: Scaling Test-Time Reasoning in Remote Sensing with Fine-Grained Process Supervision 文章

ArXiv CS.CV2026-05-27NEWSen作者: Lang Sun, Ronghao Fu, Zhuoran Duan, Haoran Liu, Xueyan Liu, Bo Yang
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GeoSolver: Scaling Test-Time Reasoning in Remote Sensing with Fine-Grained Process Supervision · 相关技术

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ginORMODEPLAlanguage model远程代码执行（RCE）tree searchreinforcement learningUCTTokenStraight-Through EstimatorRemote SensingReferring expression comprehension (REC)PromisePRMNarrative Abstraction BenchmarkNATVision-Language ModelsVLMHISGEOForEffort Metric AttentionENAchain-of-thoughtCoTARGANN