Model Learning from Noisy Data on FN (FitzHugh-Nagumo) system
14.98Full-field Avg Relative ErrorMUSIC
Evaluation Results
| Method | Links | |
|---|---|---|
| MUSICL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=2%2025.12 | 14.98 | |
| PIMLincL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=2%2025.12 | 15.76 | |
| MUSICL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=2%2025.12 | 16.28 | |
| PIMLincL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=2%2025.12 | 18.68 | |
| PIMLincL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=5%2025.12 | 20.11 | |
| MUSICL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=5%2025.12 | 21.88 | |
| PIMLincL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=5%2025.12 | 22.07 | |
| MUSICL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=5%2025.12 | 22.39 | |
| MUSICL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=10%2025.12 | 24.87 | |
| PIMLincL=6, H=100, Nt=40, Nsx * Nsy=1000, Noise level=10%2025.12 | 26.28 | |
| PIMLincL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=10%2025.12 | 27.03 | |
| MUSICL=6, H=100, Nt=40, Nsx * Nsy=500, Noise level=10%2025.12 | 27.98 |