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Remaining Useful Life Estimation on C-MAPSS FD002 (test)

12.34RMSE

STEP

Updated 1d ago

Evaluation Results

Method	Links
STEP 2026.05		12.34
STEP 2026.05		12.52
STEP 2026.05		12.74
STEP 2026.05		12.87
STEP 2026.05		12.94
Prob. CNN 2026.05		13.72
STEP 2026.05		14.38
RVE 2026.05		14.92
I-GLIDE 2026.05		16.18
SoftCLT 2026.05		17.72
PC-MambaSDE 2026.06		18.55
MLE4X+CCF 2026.05		18.84
PC-MambaSDE 2026.06		18.87
SoftCLT 2026.05		19.15
PSR 2026.06		19.24
MS-DCNN 2026.05		19.35
ACSSM 2026.06		19.58
ACSSM 2026.06		19.75
Latent-ODE 2026.06		19.9
S-MFMLP 2026.06		20.08
PC-MambaSDE 2026.06		20.24
Latent-SDE 2026.06		20.28
Latent-SDE 2026.06		20.49
Latent-ODE 2026.06		20.87
PSR 2026.06		21.24
PSR 2026.06		21.4
LSTM+MPACE 2026.06		21.56
SSL 2026.05		22.73
ACSSM 2026.06		22.75
S-MFMLP 2026.06		23.79
Latent-SDE 2026.06		23.79
VAE + RNN 2026.05		24.12
Latent-ODE 2026.06		24.38
LSTM+GP 2026.06		25.09
LSTM+MPACE 2026.06		27.6
S-MFMLP 2026.06		30.27
CNN 2026.05		30.29
RVR 2026.05		31.3
LSTM+MPACE 2026.06		31.34
LSTM+GP 2026.06		33.77
AE 2026.05		35.21
LSTM+GP 2026.06		38.78
SVR 2026.05		42
MLP 2026.05		80.03