State-of-Health (SOH) Estimation on HUST battery-level
0.102MAPE (%)Auto-LSTM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Auto-LSTM2026.06 | 0.102 | 0.102 | |
| Auto-CNN2026.06 | 0.333 | 0.0031 | |
| PINN2026.06 | 0.868 | 0.01 | |
| Auto-MLP2026.06 | 1.709 | 0.0154 | |
| Manual-MLP2026.06 | 1.729 | 0.0226 |