Health Indicator Estimation on Simulated Turbofan Dataset HI1 (test)
10SMAPEK.F.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| K.F.Model Family=State-space models, Protocol=5-fold cross-validation2026.04 | 10 | 470 | 1 | |
| GRUModel Family=Temporal-based, Protocol=5-fold cross-validation2026.04 | 12 | 630 | 0.99 | |
| MLPModel Family=Steady-state, Protocol=5-fold cross-validation2026.04 | 20 | 1,240 | 0.97 | |
| GBModel Family=Steady-state, Protocol=5-fold cross-validation2026.04 | 24 | 2,000 | 0.93 | |
| AEModel Family=Two-stage SSL representational, Protocol=5-fold cross-validation2026.04 | 25 | 2,530 | 0.88 | |
| VJEPAModel Family=Two-stage SSL representational, Protocol=5-fold cross-validation2026.04 | 33 | 2,380 | 0.89 |