Multivariate Time Series Forecasting on PEMS08 In-Distribution (MAE, MSE) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Forecasting on PEMS08 In-Distribution (MAE, MSE)

0.186Mean Absolute Error (MAE)VLBM

Evaluation Results

Method	Links
VLBM2026.06		0.186	0.104
DUET2026.06		0.214	0.12
iTransformer2026.06		0.226	0.15
FilterTS2026.06		0.252	0.185
MegaCRN2026.06		0.254	0.206
TimePro2026.06		0.262	0.196
ModernTCN2026.06		0.267	0.179
TimeMixer++2026.06		0.27	0.185
Memformer2026.06		0.273	0.176
STONE2026.06		0.281	0.209
TimeLLM2026.06		0.306	0.247
TimeKAN2026.06		0.323	0.261
DLinear2026.06		0.416	0.379