Single-step prediction on FWMAV Pitch-to-Pitch
4.53Mean Error (ex)Offline RBF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Offline RBFDictionary Type=RBF, Learning Mode=Offline2026.06 | 4.53 | 1.59 | — | — | |
| RBF (CT)Dictionary Type=RBF, Learning Mode=Online, Covariance Regulation=constant-trace normalization2026.06 | 4.65 | 1.58 | 1.25 | 0 | |
| RBFDictionary Type=RBF, Learning Mode=Online, Covariance Regulation=None2026.06 | 4.74 | 1.6 | 9.48 | 0 | |
| RBF (DZ-CS)Dictionary Type=RBF, Learning Mode=Online, Covariance Regulation=dead-zone with covariance skipping2026.06 | 5 | 1.59 | 3.23 | 71 | |
| Poly (CT)Dictionary Type=Poly, Learning Mode=Online, Covariance Regulation=constant-trace normalization2026.06 | 5.08 | 9.68 | 9.96 | 0 | |
| PolyDictionary Type=Poly, Learning Mode=Online, Covariance Regulation=None2026.06 | 5.16 | 9.65 | 5.81 | 0 | |
| RBF (DZ-KS)Dictionary Type=RBF, Learning Mode=Online, Covariance Regulation=dead-zone with full Koopman skipping2026.06 | 5.27 | 1.58 | 3.76 | 67 | |
| Poly (DZ-CS)Dictionary Type=Poly, Learning Mode=Online, Covariance Regulation=dead-zone with covariance skipping2026.06 | 5.38 | 9.68 | 1.62 | 73 | |
| Poly (DZ-KS)Dictionary Type=Poly, Learning Mode=Online, Covariance Regulation=dead-zone with full Koopman skipping2026.06 | 5.87 | 9.68 | 1.92 | 70 |