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Sea Ice Concentration Uncertainty Estimation on AMSR2 (test)
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0.02
Error (0-10% Conc Bin)
Bayesian Transformer
-0.2956
1.8347
3.965
6.0953
Sep 29, 2025
Error (0-10% Conc Bin)
Error (10-20% Conc Bin)
Error (20-30% Conc Bin)
Error (30-40% Conc Bin)
Error (40-50% Conc Bin)
Error (50-60% Conc Bin)
Error (60-70% Conc Bin)
Error (70-80% Conc Bin)
Error (80-90% Conc Bin)
Error (90-100% Conc Bin)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Error (0-10% Conc Bin)
Error (10-20% Conc Bin)
Error (20-30% Conc Bin)
Error (30-40% Conc Bin)
Error (40-50% Conc Bin)
Error (50-60% Conc Bin)
Error (60-70% Conc Bin)
Error (70-80% Conc Bin)
Error (80-90% Conc Bin)
Error (90-100% Conc Bin)
Bayesian Transformer
Uncertainty Estimation...
2025.09
0.02
0.41
0.39
0.39
0.37
0.33
0.28
0.23
0.19
0.13
Epoch Ensemble
Uncertainty Estimation...
2025.09
0.88
11.39
12.72
13.93
13.71
12.21
9.86
6.54
3.5
2.16
MC Dropout
Uncertainty Estimation...
2025.09
7.91
18.3
22.57
25.17
27.78
29.16
26.85
21.35
13.68
4.93
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