Time Series Forecasting on SAR-Param
0.326MSEFern
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FernHorizon (H)=1922026.03 | 0.326 | — | |
| FernHorizon (H)=642026.03 | 0.342 | — | |
| timesfm-2.5-200m-pytorchHorizon (H)=642026.03 | 0.343 | — | |
| FernModel=fr2025.05 | 0.355 | 0.053 | |
| ModernTCNModel=mtcn2025.05 | 0.359 | 0.065 | |
| TimeMixerModel=tm2025.05 | 0.361 | 0.065 | |
| KoopaModel=kp2025.05 | 0.366 | 0.075 | |
| timesfm-2.5-200m-pytorchHorizon (H)=1922026.03 | 0.368 | — | |
| chronos-2Horizon (H)=642026.03 | 0.373 | — | |
| DLinearModel=dl2025.05 | 0.38 | 0.053 | |
| chronos-bolt-smallHorizon (H)=642026.03 | 0.382 | — | |
| chronos-2Horizon (H)=1922026.03 | 0.399 | — | |
| chronos-bolt-smallHorizon (H)=1922026.03 | 0.399 | — | |
| chronos-bolt-baseHorizon (H)=642026.03 | 0.407 | — | |
| chronos-bolt-baseHorizon (H)=1922026.03 | 0.435 | — | |
| PatchTSTModel=tst2025.05 | 0.48 | 0.128 | |
| PFNNModel=pfnn2025.05 | 10.83 | 7.43 |