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ResearchFormerly WizWand

Satellite Image Classification on EuroSAT (Top-1 Accuracy)

96.6Top-1 AccNone
12.15234.0765677.924Apr 9, 2024Jun 15, 2024Aug 22, 2024Oct 28, 2024Jan 4, 2025Mar 12, 2025May 19, 2025
Updated 7mo ago

Evaluation results

MethodLinks
NoneBackbone=CLIP (ViT-B32), Mapping=None2024.1096.6
SatMAE++ViT=Large, Evaluation Protocol=Linear probing2025.0596.57
One-to-one MappingBackbone=CLIP (ViT-B32), Mapping=One-to-one Mapping2024.1096.5
SatMAEViT=Large, Evaluation Protocol=Linear probing2025.0596.43
BLMBackbone=CLIP (ViT-B32)2024.1096.3
BLM+Backbone=CLIP (ViT-B32)2024.1096.3
Sat2SoundViT=Base, Evaluation Protocol=Linear probing2025.0583.83
CLIPMode=Zero-shot2024.0454.1
PromptSRCmode=Target Evaluation2025.0546.87
MMAmode=Target Evaluation2025.0546.57
MaPLemode=Target Evaluation2025.0546.49
MMRL++mode=Target Evaluation2025.0546.13
MMRLmode=Target Evaluation2025.0545.9
CoOpOpmode=Target Evaluation2025.0545.73
TCPmode=Target Evaluation2025.0544.35
CoOpmode=Target Evaluation2025.0541.92
ARFFinetuning Dataset=ImageNet2024.0435.8
FLYPFinetuning Dataset=ImageNet2024.0434.3
LP-FTFinetuning Dataset=ImageNet2024.0430.4
FTFinetuning Dataset=ImageNet2024.0415.4