C-MAPSS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Remaining Useful Life prediction | C-MAPSS FD002 | RMSE12.98 | 73 | |
| Remaining Useful Life prediction | C-MAPSS FD001 | RMSE7.74 | 70 | |
| Remaining Useful Life prediction | C-MAPSS FD003 | RMSE7.18 | 69 | |
| Remaining Useful Life prediction | C-MAPSS FD004 | RMSE12.88 | 61 | |
| Remaining Useful Life prediction | C-MAPSS | RMSE (F1->F2)15.7 | 18 | |
| RUL Prediction | C-MAPSS FD004 | RMSE24.58 | 9 | |
| RUL Prediction | C-MAPSS FD002 | RMSE23.19 | 9 | |
| Remaining Useful Life prediction | C-MAPSS Transfer Scenarios | Score (F1->F2)59 | 8 | |
| Calibration Scheduling | C-MAPSS FD004 | Calibration Score18,021 | 4 | |
| Calibration Scheduling | C-MAPSS FD003 | Calibration Score9,284 | 4 | |
| Calibration Scheduling | C-MAPSS (FD002) | Calibration Score1,043 | 4 | |
| Calibration Scheduling | C-MAPSS FD001 (val) | Calibration Score2,386 | 4 | |
| Time-to-failure prediction | C-MAPSS and NASA Datasets | Metric- | 0 | |
| Remaining Useful Life prediction | C-MAPSS v1 (test) | RMSE (F1→F2)- | 0 |
Showing 14 of 14 rows