RUL Forecasting on NASA Battery Dataset B0018
0.0343E_RMSEMDFA-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MDFA-Net2025.12 | 0.0343 | 0.9274 | 0.027 | |
| MMMe2025.12 | 0.0469 | 0.8643 | 0.0343 | |
| LSTM2025.12 | 0.0486 | 0.8546 | 0.042 | |
| Lai et al.2025.12 | 0.0513 | 0.8375 | 0.0364 | |
| AUKF-GASVR2025.12 | 0.0547 | 0.5614 | 0.0382 | |
| DeTransformer2025.12 | 0.0548 | 0.851 | 0.041 | |
| DCNN2025.12 | 0.058 | 0.7928 | 0.0424 | |
| CNN-LSTM2025.12 | 0.0701 | 0.6968 | 0.0537 | |
| JPO-CFNN2025.12 | 0.1851 | — | — |