Remaining Useful Life Prediction on C-MAPSS FD004 (test)
17.11RMSEPC-MambaSDE
Evaluation results
| Method | Links | |
|---|---|---|
| PC-MambaSDEScarcity=50%2026.06 | 17.11 | |
| PC-MambaSDEScarcity=70%2026.06 | 19.22 | |
| ACSSMScarcity=50%2026.06 | 20.02 | |
| ACSSMScarcity=70%2026.06 | 20.9 | |
| Latent-SDEScarcity=50%2026.06 | 21.55 | |
| Latent-ODEScarcity=50%2026.06 | 21.64 | |
| PC-MambaSDEScarcity=90%2026.06 | 22.18 | |
| S-MFMLPScarcity=50%2026.06 | 22.22 | |
| PSRScarcity=50%2026.06 | 22.5 | |
| LSTM+MPACEScarcity=50%2026.06 | 23.64 | |
| Latent-ODEScarcity=70%2026.06 | 23.69 | |
| Latent-SDEScarcity=70%2026.06 | 23.96 | |
| ACSSMScarcity=90%2026.06 | 24.84 | |
| PSRScarcity=70%2026.06 | 25.01 | |
| Latent-ODEScarcity=90%2026.06 | 25.42 | |
| Latent-SDEScarcity=90%2026.06 | 25.59 | |
| S-MFMLPScarcity=70%2026.06 | 25.78 | |
| LSTM+MPACEScarcity=70%2026.06 | 26.21 | |
| LSTM+GPScarcity=50%2026.06 | 27.18 | |
| LSTM+GPScarcity=70%2026.06 | 30.68 | |
| PSRScarcity=90%2026.06 | 32.34 | |
| S-MFMLPScarcity=90%2026.06 | 32.39 | |
| LSTM+MPACEScarcity=90%2026.06 | 33.5 | |
| LSTM+GPScarcity=90%2026.06 | 42.08 |