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Benchmarks
Remaining Useful Life prediction on C-MAPSS FD004
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8.55
MAE
HSMGNN
8.2468
10.2934
12.34
14.3866
Dec 16, 2025
MAE
MSE
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
MSE
RMSE
HSMGNN
2025.12
8.55
165.73
12.88
FCSTGNN
2025.12
9.92
185.5
13.62
SAGDFN
2025.12
10.52
248.75
15.77
Crossformer
2025.12
10.66
237.32
15.39
MegaCRN
2025.12
13.17
337.77
18.37
MAGNN
2025.12
14.13
204.49
14.3
MATT
2025.12
16.13
436.48
20.9
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