Health indicator estimation on Simulated Turbofan Dataset Avg (test)
14SMAPEGRU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GRUModel Family=Temporal-based, Protocol=5-fold cross-validation2026.04 | 14 | 0.95 | 97 | |
| K.F.Model Family=State-space models, Protocol=5-fold cross-validation2026.04 | 15 | 0.85 | 98 | |
| MLPModel Family=Steady-state, Protocol=5-fold cross-validation2026.04 | 17 | 1.16 | 97 | |
| GBModel Family=Steady-state, Protocol=5-fold cross-validation2026.04 | 20 | 1.53 | 95 | |
| AEModel Family=Two-stage SSL representational, Protocol=5-fold cross-validation2026.04 | 29 | 2.92 | 88 | |
| VJEPAModel Family=Two-stage SSL representational, Protocol=5-fold cross-validation2026.04 | 30 | 2.4 | 91 |