Multivariate Time Series Forecasting on PEMS03 In-Distribution (MAE, MSE) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Forecasting on PEMS03 In-Distribution (MAE, MSE)

0.191MAEVLBM

Evaluation Results

Method	Links
VLBM2026.06		0.191	0.092
DUET2026.06		0.214	0.109
iTransformer2026.06		0.222	0.113
TimeMixer++2026.06		0.225	0.209
ModernTCN2026.06		0.233	0.128
TimePro2026.06		0.245	0.137
FilterTS2026.06		0.249	0.144
Memformer2026.06		0.259	0.146
MegaCRN2026.06		0.263	0.155
TimeLLM2026.06		0.275	0.168
STONE2026.06		0.277	0.163
TimeKAN2026.06		0.303	0.198
DLinear2026.06		0.375	0.278