RUL prediction on NASA (test)
0.0671RMSECDFormer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CDFormerInput Feature=Multivariate (Multiple input features)2026.03 | 0.0671 | 0.0586 | 23.65 | |
| AttMoEInput Feature=Univariate (Discharge Capacity)2026.03 | 0.0847 | 0.073 | 28.49 | |
| SA-LSTMInput Feature=Univariate (Discharge Capacity)2026.03 | 0.0849 | 0.0751 | 37.25 | |
| GRUInput Feature=Univariate (Discharge Capacity)2026.03 | 0.0863 | 0.0675 | 30.02 | |
| DeTransformerInput Feature=Univariate (Discharge Capacity)2026.03 | 0.0863 | 0.0746 | 26.09 | |
| RNNInput Feature=Univariate (Discharge Capacity)2026.03 | 0.1435 | 0.1205 | 36.92 | |
| LSTMInput Feature=Univariate (Discharge Capacity)2026.03 | 0.1573 | 0.1356 | 36.92 |