Multivariate Time Series Classification on PenDigits (ACC, F1) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Classification on PenDigits (ACC, F1)

99.13AccuracyLightTS

Evaluation Results

Method	Links
LightTS2026.06		99.13	98.87
AnchorMoE2026.06		99.09	99.08
TimesNet2026.06		98.59	98.59
MPTSNet2026.06		98.52	98.48
FEDformer2026.06		97.83	97.85
MICN2026.06		97.72	97.73
TSLANet2026.06		97.49	96.29
MiniRocket2026.06		97.13	97.14
PatchTST2026.06		96.22	96.22
DLinear2026.06		92.06	92.08