Time Series Reconstruction on TS-S12 (test)
30.15PSNRUniTS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniTSConditions=Synthetic cloud-covered S2 & S1, Time series model=true, Parameters=54.75M2025.12 | 30.15 | 92.61 | 0.0358 | 0.0159 | 3.01 | |
| UniTSConditions=Synthetic cloud-covered S2, Time series model=true, Parameters=54.72M2025.12 | 29.43 | 91.43 | 0.0376 | 0.0191 | 3.18 | |
| SeedVRConditions=Synthetic cloud-covered S2 & S1, Time series model=true, Parameters=59.05M2025.12 | 29.06 | 91.87 | 0.0381 | 0.0204 | 3.52 | |
| U-TILISEConditions=Synthetic cloud-covered S2 & S1, Time series model=true, Parameters=1.36M2025.12 | 28.69 | 91.57 | 0.0393 | 0.0251 | 4.13 | |
| RESTORE-DiTConditions=Synthetic cloud-covered S2 & S1, Time series model=true, Parameters=10.12M2025.12 | 28.44 | 91.21 | 0.0402 | 0.0232 | 3.97 | |
| SiTConditions=Synthetic cloud-covered S2 & S1, Time series model=false, Parameters=45.08M2025.12 | 26.01 | 86.29 | 0.0522 | 0.0386 | 5.22 | |
| EMRDMConditions=Synthetic cloud-covered S2 & S1, Time series model=false, Parameters=39.22M2025.12 | 25.96 | 88.61 | 0.0518 | 0.0403 | 4.69 | |
| VRTConditions=Synthetic cloud-covered S2, Time series model=true, Parameters=10.26M2025.12 | 23.63 | 87.22 | 0.0686 | 0.0456 | 5.42 | |
| UnCRtainTSConditions=Synthetic cloud-covered S2 & S1, Time series model=true, Parameters=0.52M2025.12 | 21.83 | 85.36 | 0.0859 | 0.0484 | 6.71 | |
| VDPSConditions=Synthetic cloud-covered S2, Time series model=true, Parameters=40.57M2025.12 | 21.66 | 85.42 | 0.0898 | 0.0501 | 6.97 | |
| Linear interpolationConditions=Synthetic cloud-covered S2, Time series model=true, Parameters=-2025.12 | 20.87 | 90.39 | 0.1195 | 0.0521 | 3.57 | |
| ClosestConditions=Synthetic cloud-covered S2, Time series model=true, Parameters=-2025.12 | 18.21 | 89.14 | 0.1279 | 0.0545 | 3.76 | |
| LastConditions=Synthetic cloud-covered S2, Time series model=true, Parameters=-2025.12 | 17.26 | 86.85 | 0.1549 | 0.0624 | 3.94 |