Equation Discovery on FitzHugh-Nagumo (FHN)
85.7F1 (u)WF-LASSO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| WF-LASSONoise=0%, Number of seeds=52026.05 | 85.7 | 100 | |
| PySINDyNoise=0%, Number of seeds=52026.05 | 85.7 | 100 | |
| PySINDyNoise=5%, Number of seeds=52026.05 | 73 | 55.1 | |
| PySINDyNoise=10%, Number of seeds=52026.05 | 73 | 51.4 | |
| WF-LASSONoise=5%, Number of seeds=52026.05 | 71.7 | 81 | |
| EqODNoise=10%, Number of seeds=52026.05 | 70 | 50 | |
| EqODNoise=0%, Number of seeds=52026.05 | 68.3 | 50 | |
| EqODNoise=5%, Number of seeds=52026.05 | 68.3 | 50 | |
| WF-LASSONoise=10%, Number of seeds=52026.05 | 67.3 | 78.1 |