| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fault Classification | NGAFID | Accuracy66.85 | 12 | |
| Fault Identification | NGAFID | Accuracy80.41 | 8 | |
| Aircraft Health Diagnosis | NGAFID (Overall) | Accuracy64.24 | 6 | |
| Fault Classification | NGAFID (Overall) | Accuracy59.62 | 6 | |
| Anomaly Detection | NGAFID (Overall) | Accuracy72.58 | 3 | |
| Anomaly Detection | NGAFID | Accuracy78.38 | 3 | |
| Fault Detection | NGAFID Stage 1 (test) | Accuracy81.92 | 2 |