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Prognostics on NC-DS02 (MSE, Average rank)

0.41MSE

STF

Updated 1mo ago

Evaluation Results

Method	Links
STF 2026.06		0.41	6.17
LSTM 2026.06		0.43	3.83
TabPFN 2026.06		0.44	3.5
TST 2026.06		0.46	6.83
Exp 2026.06		0.47	9.5
TiDE 2026.06		0.47	5
CNN-1D 2026.06		0.48	8.33
TabDPT 2026.06		0.5	3.33
CF 2026.06		0.57	5
MLP 2026.06		0.76	10.5
XGBoost 2026.06		1.02	6.17
Linear 2026.06		1.37	12.5
PTST 2026.06		3.71	10.33
STF 2026.06		41.31	6.33
LSTM 2026.06		43.44	3.83
TabPFN 2026.06		44.17	3.5
TST 2026.06		46.15	6.83
TiDE 2026.06		46.6	5.17
Exp 2026.06		47.1	9.5
CNN-1D 2026.06		48.09	8.33
TabDPT 2026.06		50.3	3.33
CF 2026.06		56.62	5
MLP 2026.06		75.94	10.5
XGBoost 2026.06		102.5	6.17
Linear 2026.06		136.91	12.5
PTST 2026.06		370.79	10.17