State-of-Health (SOH) Estimation on XJTU battery-level splits
0.334MAPEAuto-LSTM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Auto-LSTM2026.06 | 0.334 | 0.0051 | |
| Auto-CNN2026.06 | 0.609 | 0.01 | |
| Auto-MLP2026.06 | 0.907 | 0.0141 | |
| PINN2026.06 | 1.016 | 0.0124 | |
| Manual-MLP2026.06 | 1.266 | 0.0153 |