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Cloud Removal on Multi-temporal Real-world Cloud-degraded Scenes (Hainan)

19.155PSNRPhyVLM-CR
12.4802814.2131415.94617.67886Mar 7, 2026

Evaluation results

MethodLinks
PhyVLM-CRProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.0319.15572.94
Traditional PhysicalProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.0317.53155.56
Vision-Language ModelProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.0313.99525.47
Zero-shot Deep LearningProtocol=T1 input, T2 ground truth, T3 auxiliary reference2026.0312.73728.01