Electrical activity forecasting on Synthetic heart data (meta-test)
4.3MSECoMetaPNS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CoMetaPNSStrategy=Continual Task-Aware Meta-Learning2026.06 | 4.3 | 0.79 | 0.83 | |
| MetaPNSStrategy=Continual Task-Aware Meta-Learning2026.06 | 4.5 | 0.74 | 0.86 | |
| PNSStrategy=Non-meta baseline2026.06 | 4.5 | 0.49 | 0.28 | |
| VAE-BOStrategy=Classical optimization (fit per-subject)2026.06 | 4.8 | 0.46 | 0.48 | |
| FS-BOStrategy=Classical optimization (fit per-subject)2026.06 | 5.3 | 0.69 | 0.48 | |
| MAML-PNSStrategy=Continual Task-Aware Meta-Learning2026.06 | 6.7 | 0.4 | 0.48 |