C-MAPSS
Benchmarks
TaskDatasetSOTA resultTrendResults
C-MAPSS FD002
12.98RMSE
88
C-MAPSS FD003
7.18RMSE
84
C-MAPSS FD001
7.74RMSE
78
C-MAPSS FD004
12.88RMSE
76
C-MAPSS FD002 (test)
12.34RMSE
44
C-MAPSS FD001 (test)
16.68RMSE
32
C-MAPSS FD004 (test)
17.11RMSE
24
C-MAPSS FD003 (test)
17.9RMSE
24
C-MAPSS FD004 (test)
12.1RMSE
21
C-MAPSS FD003 (test)
8.29RMSE
21
C-MAPSS
15.7RMSE (F1->F2)
18
C-MAPSS
87.9F1 Score
14
C-MAPSS Average 1.0
11.38RMSE
14
C-MAPSS FD004 1.0
12.38RMSE
14
C-MAPSS FD003 1.0
10.78RMSE
14
C-MAPSS FD002 1.0
11.58RMSE
14
C-MAPSS FD001 1.0
10.77RMSE
14
C-MAPSS (test)
99.97AUROC
11
C-MAPSS FD004
24.58RMSE
9
C-MAPSS FD002
23.19RMSE
9
C-MAPSS Transfer Scenarios
59Score (F1->F2)
8
C-MAPSS (10% RUL)
7.3RMSE
5
C-MAPSS (30% RUL)
15.2RMSE
5
C-MAPSS 50% RUL
17.7RMSE (Core Speed)
5
C-MAPSS (70% RUL)
15.2RMSE
5