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Satellite Image Classification on EuroSAT (Top-1 Accuracy)
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96.6
Top-1 Acc
None
12.152
34.076
56
77.924
Apr 9, 2024
Jun 14, 2024
Aug 20, 2024
Oct 26, 2024
Jan 1, 2025
Mar 9, 2025
May 15, 2025
Top-1 Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
None
Backbone=CLIP (ViT-B32...
2024.10
96.6
One-to-one Mapping
Backbone=CLIP (ViT-B32...
2024.10
96.5
BLM
Backbone=CLIP (ViT-B32)
2024.10
96.3
BLM+
Backbone=CLIP (ViT-B32)
2024.10
96.3
CLIP
Mode=Zero-shot
2024.04
54.1
PromptSRC
mode=Target Evaluation
2025.05
46.87
MMA
mode=Target Evaluation
2025.05
46.57
MaPLe
mode=Target Evaluation
2025.05
46.49
MMRL++
mode=Target Evaluation
2025.05
46.13
MMRL
mode=Target Evaluation
2025.05
45.9
CoOpOp
mode=Target Evaluation
2025.05
45.73
TCP
mode=Target Evaluation
2025.05
44.35
CoOp
mode=Target Evaluation
2025.05
41.92
ARF
Finetuning Dataset=Ima...
2024.04
35.8
FLYP
Finetuning Dataset=Ima...
2024.04
34.3
LP-FT
Finetuning Dataset=Ima...
2024.04
30.4
FT
Finetuning Dataset=Ima...
2024.04
15.4
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