Time Series Forecasting on Chua-Switch
0.004MSEFern
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FernHorizon (H)=642026.03 | 0.004 | — | |
| timesfm-2.5-200m-pytorchHorizon (H)=642026.03 | 0.01 | — | |
| chronos-2Horizon (H)=642026.03 | 0.011 | — | |
| FernHorizon (H)=1922026.03 | 0.019 | — | |
| chronos-bolt-baseHorizon (H)=642026.03 | 0.039 | — | |
| chronos-bolt-smallHorizon (H)=642026.03 | 0.049 | — | |
| ModernTCNModel=mtcn2025.05 | 0.099 | 0.068 | |
| TimeMixerModel=tm2025.05 | 0.174 | 0.123 | |
| FernModel=fr2025.05 | 0.178 | 0.106 | |
| PatchTSTModel=tst2025.05 | 0.318 | 0.23 | |
| chronos-2Horizon (H)=1922026.03 | 0.421 | — | |
| timesfm-2.5-200m-pytorchHorizon (H)=1922026.03 | 0.489 | — | |
| DLinearModel=dl2025.05 | 0.77 | 0.591 | |
| chronos-bolt-baseHorizon (H)=1922026.03 | 0.777 | — | |
| chronos-bolt-smallHorizon (H)=1922026.03 | 0.826 | — | |
| KoopaModel=kp2025.05 | 1.11 | 0.584 | |
| PFNNModel=pfnn2025.05 | 1.74 | 1.64 |