RUL Forecasting on NASA Battery Dataset B0005
0.023E_RMSEAUKF-GASVR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AUKF-GASVR2025.12 | 0.023 | 0.8753 | 0.0148 | |
| JPO-CFNN2025.12 | 0.0258 | — | — | |
| MDFA-Net2025.12 | 0.0352 | 0.9613 | 0.0277 | |
| MMMe2025.12 | 0.0443 | 0.9387 | 0.0335 | |
| CNN-LSTM2025.12 | 0.0444 | 0.9385 | 0.0313 | |
| DeTransformer2025.12 | 0.0444 | 0.9385 | 0.0332 | |
| Lai et al.2025.12 | 0.0499 | 0.9223 | 0.0453 | |
| DCNN2025.12 | 0.0575 | 0.8967 | 0.0439 | |
| LSTM2025.12 | 0.0802 | 0.799 | 0.0672 |