Sentinel-1
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| SAR Image Despeckling | Sentinel-1 GRD Mountain | ENL55.71 | 12 | |
| Sea Ice Feature Detection | Sentinel-1 | Overall Accuracy76 | 11 | |
| Uncertainty Calibration | Sentinel-1 Ice Pack | Weighted ECE0.17 | 6 | |
| Uncertainty Calibration | Sentinel-1 MIZ | Weighted ECE0.18 | 6 | |
| Sea Ice Concentration estimation | Sentinel-1 100 image chips (val) | R20.884 | 4 | |
| Sea Ice Concentration Uncertainty Estimation | Sentinel-1 (test) | Error (0-10% Bin)0.01 | 3 | |
| Internal wave detection | Sentinel-1 Balanced (test) | Precision99.6 | 2 | |
| River Detection | Sentinel-1 GRD Régina | Precision90.92 | 2 | |
| River Detection | Sentinel-1 GRD (Redon) | Precision90.71 | 2 | |
| River Detection | Sentinel-1 GRD Garonne | Precision97.69 | 2 | |
| River Detection | Sentinel-1 GRD Gaoual | Precision93.9 | 2 | |
| River Detection | Sentinel-1 GRD Sunar | Precision82.36 | 2 | |
| River Detection | Sentinel-1 GRD Des Moines | Precision92.54 | 2 | |
| Internal wave detection | Sentinel-1 (Real operational) | Precision19.2 | 1 | |
| Internal wave detection | Sentinel-1 Lockbox (Operational-prior) | Precision92.7 | 1 |
Showing 15 of 15 rows