Chaotic system prediction on Lorenz (test)
0.065RMSE (128 steps)Reservoir
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Reservoirnodes=300, spectral radius=1.12025.05 | 0.065 | 0.32 | 0.43 | |
| Neural ODEsolver=dopri5, tolerances=10−72025.05 | 0.075 | 0.31 | 0.44 | |
| FlowMixer2025.05 | 0.12 | 0.3 | 0.42 | |
| NBEATS2025.05 | 0.15 | 0.38 | 0.47 | |
| Causal-PINNtemporal subdomains=10, collocation points=1002025.05 | 0.46 | 0.66 | 1.43 |