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Scene Classification on PatternNet

79.76AccuracyVLM2GeoVec
59.282464.598769.91575.2313Dec 12, 2025

Evaluation results

MethodLinks
VLM2GeoVecEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.1279.762.31
SkyCLIPEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.1278.152.52
GeoRSCLIPEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.1276.3533
CLIPEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.1270.764.86
GeoChatEvaluation Protocol=Zero-shot2025.1264.094.35
VLM2VecEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.1262.966.57
RemoteCLIPEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.1260.074.24