Time-series forecasting on 30 Lakes (test)
0.621MAERidge
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RidgeImputation=Imputed2026.01 | 0.621 | 0.165 | -0.214 | |
| Random ForestImputation=Imputed2026.01 | 0.647 | 0.173 | -0.238 | |
| RidgeImputation=Unimputed2026.01 | 0.695 | 0.19 | -0.28 | |
| Random ForestImputation=Unimputed2026.01 | 0.71 | 0.2 | -0.3 | |
| TSMixerImputation=Imputed2026.01 | 0.748 | 0.204 | -0.578 | |
| TSMixerImputation=Unimputed2026.01 | 0.82 | 0.225 | -0.64 | |
| TransformerImputation=Imputed2026.01 | 0.829 | 0.223 | -0.699 | |
| ARIMAImputation=Imputed2026.01 | 0.883 | 0.169 | -0.401 | |
| TransformerImputation=Unimputed2026.01 | 0.9 | 0.245 | -0.76 | |
| SARIMAImputation=Imputed2026.01 | 0.921 | 0.18 | -0.577 | |
| ARIMAImputation=Unimputed2026.01 | 0.95 | 0.185 | -0.45 | |
| SARIMAImputation=Unimputed2026.01 | 1 | 0.195 | -0.63 |