Sea Ice Feature Detection on Sentinel-1
76Overall AccuracyHR Transformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HR TransformerModel=HR Transformer2026.03 | 76 | 86 | 65 | |
| ConvNeXtModel=ConvNeXt2026.03 | 71 | 77 | 65 | |
| Deterministic TransformerUncertainty Estimation=Deterministic2026.03 | 70 | 83 | 57 | |
| MC DropoutUncertainty Estimation=MC Dropout2026.03 | 70 | 84 | 55 | |
| Epoch EnsembleUncertainty Estimation=Epoch Ensemble2026.03 | 70 | 86 | 53 | |
| Bayesian TransformerUncertainty Estimation=Bayesian2026.03 | 70 | 90 | 52 | |
| U-NetModel=U-Net2026.03 | 69 | 80 | 58 | |
| HRNetModel=HRNet2026.03 | 64 | 72 | 56 | |
| SegFormerModel=SegFormer2026.03 | 64 | 77 | 51 | |
| Swin TransformerModel=Swin Transformer2026.03 | 63 | 75 | 52 | |
| NASA Team2026.03 | 55 | 81 | 28 |