Time series cloud removal on TS-S12CR (test)
20.29PSNRUniTS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniTSConditions=Real cloud-covered S2 & S1, Time series=true, Params=54.75M2025.12 | 20.29 | 0.7592 | 0.1103 | 0.0828 | 7.42 | |
| UniTSConditions=Real cloud-covered S2, Time series=true, Params=54.72M2025.12 | 19.19 | 0.7391 | 0.1223 | 0.089 | 7.83 | |
| U-TILISEConditions=Real cloud-covered S2 & S1, Time series=true, Params=1.36M2025.12 | 18.41 | 0.7267 | 0.1298 | 0.0825 | 9.81 | |
| UnCRtainTSConditions=Real cloud-covered S2 & S1, Time series=true, Params=0.52M2025.12 | 17.86 | 0.6769 | 0.1451 | 0.1105 | 12.96 | |
| VDPSConditions=Real cloud-covered S2, Time series=true, Params=40.57M2025.12 | 17.65 | 0.6978 | 0.1512 | 0.1322 | 8.76 | |
| RESTORE-DiTConditions=Real cloud-covered S2 & S1, Time series=true, Params=10.12M2025.12 | 17.01 | 0.6451 | 0.1569 | 0.1363 | 9.01 | |
| SiTConditions=Real cloud-covered S2 & S1, Time series=false, Params=45.08M2025.12 | 16.58 | 0.6681 | 0.1616 | 0.1241 | 10.31 | |
| VRTConditions=Real cloud-covered S2, Time series=true, Params=10.26M2025.12 | 16 | 0.6075 | 0.1744 | 0.1609 | 14.39 | |
| SeedVRConditions=Real cloud-covered S2 & S1, Time series=true, Params=59.05M2025.12 | 15.33 | 0.6423 | 0.1872 | 0.1576 | 12.07 | |
| EMRDMConditions=Real cloud-covered S2 & S1, Time series=false, Params=39.22M2025.12 | 15.13 | 0.6358 | 0.1903 | 0.1652 | 11.61 | |
| ClosestConditions=Real cloud-covered S2, Time series=true, Params=-2025.12 | 13.24 | 0.5924 | 0.2235 | 0.1711 | 16.06 | |
| LastConditions=Real cloud-covered S2, Time series=true, Params=-2025.12 | 13.05 | 0.5815 | 0.2302 | 0.1789 | 16.62 | |
| Linear interpolationConditions=Real cloud-covered S2, Time series=true, Params=-2025.12 | 12.62 | 0.5803 | 0.2415 | 0.1842 | 16.11 |