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Benchmarks
Land Cover Classification on UC-Merced
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99.48
Top-1 Accuracy
CMID
92.8448
94.5674
96.29
98.0126
Mar 8, 2024
Jul 18, 2024
Nov 27, 2024
Apr 9, 2025
Aug 19, 2025
Dec 29, 2025
May 11, 2026
Top-1 Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
CMID
General pre-training=1...
2026.05
99.48
RingMo-Lite
Remote sensing pre-tra...
2026.05
99.1
Swin
General pre-training=1...
2026.05
99
SatlasNet
General pre-training=1...
2026.05
99
GFM
Remote sensing pre-tra...
2026.05
99
ResNet
General pre-training=1...
2026.05
98.8
Foundation Model
Remote sensing pre-tra...
2026.05
98.1
SatMAE++
Backbone=ViT-Large, Pr...
2024.03
97.62
SatMAE++
General pre-training=1...
2026.05
97.6
SeCo
General pre-training=1...
2026.05
97.1
SatMAE
General pre-training=1...
2026.05
94.1
SatMAE
Backbone=ViT-Large, Pr...
2024.03
94.05
ViT
General pre-training=1...
2026.05
93.1
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