Remaining Useful Life prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
12.98RMSE
88
Jun 18, 2026
7.18RMSE
84
Jun 18, 2026
7.74RMSE
78
Jun 18, 2026
12.88RMSE
76
Jun 18, 2026
7.78RMSE
41
Jun 1, 2026
16.68RMSE
32
Jun 18, 2026
17.11RMSE
24
Jun 2, 2026
17.9RMSE
24
Jun 2, 2026
15.7RMSE (F1->F2)
18
Mar 18, 2026
0.005MSE
15
Feb 26, 2026
0.002MSE
15
Feb 26, 2026
55.34RMSE
9
Mar 6, 2026
11.5RMSE
9
Mar 25, 2026
126.28MSE
8
Jun 18, 2026
126.28MSE
8
Jun 18, 2026
59Score (F1->F2)
8
Mar 18, 2026
0.173Transition Error C1->C4
8
Mar 18, 2026
2.97MAE
7
Mar 25, 2026
0.078RMSE
6
Jun 2, 2026
4.87MAE
6
Mar 25, 2026
33.86MAE
5
Mar 25, 2026
37.78MAE
5
Mar 25, 2026
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—RMSE (F1→F2)
0
Feb 26, 2026