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Sea Ice Concentration Uncertainty Estimation on Sentinel-1 (test)
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0.01
Error (0-10% Bin)
Bayesian Transformer
-0.0184
0.1733
0.365
0.5567
Sep 29, 2025
Error (0-10% Bin)
Error (10-20% Bin)
Error (20-30% Bin)
Error (30-40% Bin)
Error (40-50% Bin)
Error (50-60% Bin)
Error (60-70% Bin)
Error (70-80% Bin)
Error (80-90% Bin)
Error (90-100% Bin)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Error (0-10% Bin)
Error (10-20% Bin)
Error (20-30% Bin)
Error (30-40% Bin)
Error (40-50% Bin)
Error (50-60% Bin)
Error (60-70% Bin)
Error (70-80% Bin)
Error (80-90% Bin)
Error (90-100% Bin)
Bayesian Transformer
Uncertainty Estimation...
2025.09
0.01
0.3
0.32
0.33
0.32
0.29
0.24
0.19
0.13
0.07
MC Dropout
Uncertainty Estimation...
2025.09
0.17
5.38
5.59
5.35
4.85
4.37
3.68
2.65
1.44
0.82
Epoch Ensemble
Uncertainty Estimation...
2025.09
0.72
11.69
12.65
12.96
12.52
11.37
9.49
6.85
3.8
1.94
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