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Benchmarks
Sea Ice Concentration estimation on Sentinel-1 100 image chips (val)
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0.884
R2
Bayesian Transformer
0.84448
0.85474
0.865
0.87526
Sep 29, 2025
R2
RMSE (%)
MAE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2
RMSE (%)
MAE (%)
Bayesian Transformer
Input Data=Sentinel-1
2025.09
0.884
10.06
7.711
Epoch Ensemble
Input Data=Sentinel-1
2025.09
0.864
10.905
8.258
MC Dropout
Input Data=Sentinel-1
2025.09
0.861
11.006
8.287
Deterministic Transformer
Input Data=Sentinel-1
2025.09
0.846
11.588
8.793
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