Spatiotemporal Super-Resolution on Coméphore precipitation dataset (10, 3) scale factors (test)
0.0005MSEFull architecture
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Full architectureArchitecture=Full architecture2026.04 | 0.0005 | 0.0015 | 0.0051 | 0.24 | 0.0006 | 87.8 | 0.0072 | 0.0011 | |
| EDSR2026.04 | 0.0028 | 0.0147 | 0.0567 | 7.85 | 0.0017 | 86.3 | 0.172 | 0.0147 | |
| DeterministicArchitecture=Deterministic2026.04 | 0.0028 | 0.0135 | 0.0537 | 2.76 | 0.0011 | 88.1 | 0.165 | 0.0135 | |
| Bicubic interpolation2026.04 | 0.003 | 0.0147 | 0.0611 | 3.12 | 0.0011 | 87 | 0.112 | 0.0147 | |
| Nearest Neighbor2026.04 | 0.0031 | 0.0148 | 0.0619 | 3.27 | 0.0011 | 79 | 0.109 | 0.0148 | |
| Generative (no attention)Architecture=Generative (no attention)2026.04 | 0.0051 | 0.0176 | 0.0561 | 7.37 | 0.0055 | 86 | 0.056 | 0.0122 |