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Cloud Removal on Multi-temporal Real-world Cloud-degraded Scenes Qinghai

18.771PSNRPhyVLM-CR
9.3454811.7924914.239516.68651Mar 7, 2026

Evaluation results

MethodLinks
PhyVLM-CRProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.0318.7710.8256
Traditional PhysicalProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.0315.8470.7698
Vision-Language ModelProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.0314.4560.3182
Zero-shot Deep LearningProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.039.7080.3022