Time Series Forecasting on Lorenz-State
1.82MSEFern
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FernHorizon (H)=642026.03 | 1.82 | — | |
| FernHorizon (H)=1922026.03 | 10.6 | — | |
| FernModel=fr2025.05 | 19.26 | 3.73 | |
| ModernTCNModel=mtcn2025.05 | 28.49 | 5.68 | |
| PatchTSTModel=tst2025.05 | 40.71 | 10.9 | |
| TimeMixerModel=tm2025.05 | 48.81 | 10.22 | |
| chronos-2Horizon (H)=642026.03 | 53.7 | — | |
| timesfm-2.5-200m-pytorchHorizon (H)=642026.03 | 54.2 | — | |
| chronos-bolt-baseHorizon (H)=642026.03 | 63.5 | — | |
| chronos-bolt-smallHorizon (H)=642026.03 | 64.7 | — | |
| DLinearModel=dl2025.05 | 70.36 | 35.58 | |
| timesfm-2.5-200m-pytorchHorizon (H)=1922026.03 | 82.1 | — | |
| chronos-bolt-smallHorizon (H)=1922026.03 | 87 | — | |
| chronos-bolt-baseHorizon (H)=1922026.03 | 87.2 | — | |
| chronos-2Horizon (H)=1922026.03 | 89 | — | |
| KoopaModel=kp2025.05 | 97.85 | 13.52 | |
| PFNNModel=pfnn2025.05 | 210 | 122 |