Prognostics on NC-DS02 (MSE, Average rank) benchmark leaderboard · SOTA2 Research

Prognostics on NC-DS02 (MSE, Average rank)

0.41MSESTF

Evaluation Results

Method	Links
STF2026.06		0.41	6.17
LSTM2026.06		0.43	3.83
TabPFN2026.06		0.44	3.5
TST2026.06		0.46	6.83
Exp2026.06		0.47	9.5
TiDE2026.06		0.47	5
CNN-1D2026.06		0.48	8.33
TabDPT2026.06		0.5	3.33
CF2026.06		0.57	5
MLP2026.06		0.76	10.5
XGBoost2026.06		1.02	6.17
Linear2026.06		1.37	12.5
PTST2026.06		3.71	10.33
STF2026.06		41.31	6.33
LSTM2026.06		43.44	3.83
TabPFN2026.06		44.17	3.5
TST2026.06		46.15	6.83
TiDE2026.06		46.6	5.17
Exp2026.06		47.1	9.5
CNN-1D2026.06		48.09	8.33
TabDPT2026.06		50.3	3.33
CF2026.06		56.62	5
MLP2026.06		75.94	10.5
XGBoost2026.06		102.5	6.17
Linear2026.06		136.91	12.5
PTST2026.06		370.79	10.17