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Prognostics on NC-DS02
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4.89
MAE
STF
4.4208
7.5879
10.755
13.9221
Jun 3, 2026
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
STF
Model Family=Transformer
2026.06
4.89
LSTM
Model Family=Deep sequ...
2026.06
4.93
TabPFN
Model Family=Tabular f...
2026.06
4.96
TabDPT
Model Family=Tabular f...
2026.06
5.07
TiDE
Model Family=Transformer
2026.06
5.29
TST
Model Family=Transformer
2026.06
5.31
CNN-1D
Model Family=Deep sequ...
2026.06
5.33
Exp
Model Family=Simple ba...
2026.06
5.35
CF
Model Family=Transformer
2026.06
5.76
MLP
Model Family=Simple ba...
2026.06
6.37
XGBoost
Model Family=Tabular m...
2026.06
8.52
Linear
Model Family=Simple ba...
2026.06
10.13
PTST
Model Family=Transformer
2026.06
16.62
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