RUL Forecasting on NASA Battery Dataset B0007
0.0134E_RMSEAUKF-GASVR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AUKF-GASVR2025.12 | 0.0134 | 0.9547 | 0.0091 | |
| MDFA-Net2025.12 | 0.0262 | 0.9689 | 0.0205 | |
| MMMe2025.12 | 0.0298 | 0.9598 | 0.0249 | |
| DeTransformer2025.12 | 0.032 | 0.9538 | 0.0247 | |
| JPO-CFNN2025.12 | 0.035 | — | — | |
| DCNN2025.12 | 0.042 | 0.9205 | 0.0326 | |
| CNN-LSTM2025.12 | 0.0734 | 0.757 | 0.0587 | |
| Lai et al.2025.12 | 0.0905 | 0.6308 | 0.072 | |
| LSTM2025.12 | 0.1301 | 0.2369 | 0.1162 |