State-of-Health (SOH) Estimation on TJU (battery-level splits)
0.815MAPEAuto-CNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Auto-CNN2026.06 | 0.815 | 0.0144 | |
| Auto-LSTM2026.06 | 1.051 | 0.0158 | |
| PINN2026.06 | 1.365 | 0.0144 | |
| Auto-MLP2026.06 | 1.376 | 0.0188 | |
| Manual-MLP2026.06 | 1.443 | 0.0155 |