Multi-temporal image reconstruction on SEN12MS-CR-TS (test)
0.049RMSEUnCRtainTS - no σ
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UnCRtainTS - no σT=3, Number of parameters=0.5M, uncertainty prediction=false2023.04 | 0.049 | 27.23 | 0.859 | 10.168 | — | — | |
| CR-TS NetT=32023.04 | 0.051 | 26.68 | 0.836 | 10.657 | — | — | |
| U-TAET=3, Number of parameters=1.2M2023.04 | 0.051 | 27.05 | 0.849 | 11.649 | — | — | |
| UnCRtainTST=3, Number of parameters=0.5M, uncertainty prediction=true2023.04 | 0.051 | 27.84 | 0.866 | 10.16 | 0.01 | 0.007 | |
| STGANT=32023.04 | 0.057 | 25.42 | 0.818 | 12.548 | — | — | |
| DSen2-CRT=32023.04 | 0.06 | 26.04 | 0.81 | 12.147 | — | — | |
| least cloudyT=32023.04 | 0.079 | — | 0.815 | 12.204 | — | — |