Sea Ice Feature Detection on RCM
69Overall AccuracyDeterministic Transformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Deterministic TransformerUncertainty Estimation=Deterministic2026.03 | 69 | 90 | 48 | |
| MC DropoutUncertainty Estimation=MC Dropout2026.03 | 69 | 91 | 47 | |
| Bayesian TransformerUncertainty Estimation=Bayesian2026.03 | 66 | 92 | 40 | |
| HR TransformerModel=HR Transformer2026.03 | 65 | 91 | 40 | |
| ConvNeXtModel=ConvNeXt2026.03 | 62 | 77 | 46 | |
| HRNetModel=HRNet2026.03 | 61 | 89 | 32 | |
| SegFormerModel=SegFormer2026.03 | 61 | 79 | 42 | |
| Swin TransformerModel=Swin Transformer2026.03 | 60 | 85 | 36 | |
| Epoch EnsembleUncertainty Estimation=Epoch Ensemble2026.03 | 59 | 85 | 33 | |
| U-NetModel=U-Net2026.03 | 58 | 71 | 44 | |
| NASA Team2026.03 | 55 | 83 | 26 |