Prognostics on NB14 (MSE, Average rank) benchmark leaderboard · SOTA2 Research

Prognostics on NB14 (MSE, Average rank)

0.22MSETiDE

Evaluation Results

Method	Links
TiDE2026.06		0.22	5
CF2026.06		0.24	5
TabDPT2026.06		0.25	3.33
LSTM2026.06		0.27	3.83
TabPFN2026.06		0.27	3.5
XGBoost2026.06		0.33	6.17
PTST2026.06		0.45	10.33
TST2026.06		0.71	6.83
CNN-1D2026.06		1.31	8.33
STF2026.06		1.92	6.17
MLP2026.06		5.09	10.5
Exp2026.06		28.6	9.5
Linear2026.06		32.16	12.5
TiDE2026.06		2,633.01	5.17
CF2026.06		2,873.02	5
TabDPT2026.06		2,875.42	3.33
TabPFN2026.06		3,121.41	3.5
LSTM2026.06		3,208.61	3.83
XGBoost2026.06		3,823.81	6.17
PTST2026.06		5,338.39	10.17
TST2026.06		8,293.91	6.83
CNN-1D2026.06		15,328.28	8.17
STF2026.06		22,492.01	6.33
MLP2026.06		59,680.85	10.5
Exp2026.06		335,612.34	9.5
Linear2026.06		377,375.42	12.5