Remaining Useful Life Prediction on C-MAPSS FD003 (test)
17.9RMSEPC-MambaSDE
Evaluation results
| Method | Links | |
|---|---|---|
| PC-MambaSDEScarcity=50%2026.06 | 17.9 | |
| PC-MambaSDEScarcity=70%2026.06 | 18.42 | |
| ACSSMScarcity=50%2026.06 | 18.72 | |
| ACSSMScarcity=70%2026.06 | 19.69 | |
| PC-MambaSDEScarcity=90%2026.06 | 20.01 | |
| S-MFMLPScarcity=50%2026.06 | 20.09 | |
| PSRScarcity=50%2026.06 | 20.54 | |
| Latent-ODEScarcity=50%2026.06 | 20.71 | |
| LSTM+MPACEScarcity=50%2026.06 | 20.84 | |
| Latent-SDEScarcity=50%2026.06 | 21.13 | |
| ACSSMScarcity=90%2026.06 | 21.24 | |
| PSRScarcity=70%2026.06 | 21.48 | |
| S-MFMLPScarcity=70%2026.06 | 22.82 | |
| Latent-ODEScarcity=70%2026.06 | 22.82 | |
| Latent-SDEScarcity=70%2026.06 | 23.21 | |
| Latent-SDEScarcity=90%2026.06 | 25.28 | |
| S-MFMLPScarcity=90%2026.06 | 25.39 | |
| LSTM+GPScarcity=50%2026.06 | 25.56 | |
| LSTM+MPACEScarcity=70%2026.06 | 25.64 | |
| Latent-ODEScarcity=90%2026.06 | 25.96 | |
| PSRScarcity=90%2026.06 | 27.67 | |
| LSTM+MPACEScarcity=90%2026.06 | 29.14 | |
| LSTM+GPScarcity=70%2026.06 | 31.79 | |
| LSTM+GPScarcity=90%2026.06 | 35.18 |