Sea Ice Concentration Uncertainty Estimation on RCM (test)
0.01Uncertainty 0-10Bayesian Transformer
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Bayesian TransformerUncertainty Estimation=Bayesian Transformer2025.09 | 0.01 | 0.29 | 0.34 | 0.35 | 0.34 | 0.31 | 0.26 | 0.2 | 0.13 | 0.08 | |
| MC DropoutUncertainty Estimation=MC Dropout2025.09 | 0.18 | 7.53 | 7.94 | 8.94 | 8.86 | 7.8 | 6.15 | 4.13 | 2.07 | 1.05 | |
| Epoch EnsembleUncertainty Estimation=Epoch Ensemble2025.09 | 0.64 | 10.64 | 12.31 | 14.03 | 14.29 | 13.32 | 11.45 | 8.54 | 4.45 | 2.45 |