RUL Forecasting on NASA Battery Dataset Average
0.0333E_RMSEMDFA-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MDFA-Net2025.12 | 0.0333 | 0.9571 | 0.0259 | |
| AUKF-GASVR2025.12 | 0.0355 | 0.7914 | 0.0253 | |
| MMMe2025.12 | 0.0421 | 0.929 | 0.0324 | |
| DeTransformer2025.12 | 0.0429 | 0.9182 | 0.0325 | |
| DCNN2025.12 | 0.0609 | 0.8639 | 0.0469 | |
| Lai et al.2025.12 | 0.0635 | 0.8275 | 0.0503 | |
| JPO-CFNN2025.12 | 0.073 | — | — | |
| CNN-LSTM2025.12 | 0.077 | 0.7732 | 0.0611 | |
| LSTM2025.12 | 0.0962 | 0.6404 | 0.0844 |