ResearchBenchmarksMultivariate Time Series Classification on SelfRegulationSCP2Follow57.57AccuracyAnchorMoE52.3753.7255.0756.42Jun 2, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreAnchorMoE2026.0657.5757.27MPTSNet2026.0656.4256.08LightTS2026.0656.2755.93MICN2026.0655.2754.93TimesNet2026.0654.4553.6MiniRocket2026.0653.8953.75DLinear2026.0653.753.58PatchTST2026.0653.5249.76FEDformer2026.0653.1551.07TSLANet2026.0652.5747.84