Engine Sensor Predictive Maintenance on NASA
10.25RMSEMSTN-Transformer
Evaluation Results
| Method | Links | |
|---|---|---|
| MSTN-TransformerA.Block=Transf., Size=3.62, Inference time=3.102025.11 | 10.25 | |
| MSTN-TransformerA.Block=Transf., Size=3.62, I.Time=3.102025.11 | 10.25 | |
| MSTN-BiLSTMA.Block=BiLSTM, Size=1.12, Inference time=2.252025.11 | 11.68 | |
| MSTN-BiLSTMA.Block=BiLSTM, Size=1.12, I.Time=2.252025.11 | 11.68 | |
| TimesNetInference time=4.522025.11 | 15.56 | |
| TimesNetI.Time=4.522025.11 | 15.56 | |
| PatchTSTInference time=2.312025.11 | 31.59 | |
| PatchTSTI.Time=2.312025.11 | 31.59 |