Time Series Classification on UCIActivity benchmark leaderboard · SOTA2 Research

Time Series Classification on UCIActivity

3.8Error RateHydra

Evaluation Results

Method	Links
Hydra2026.05		3.8	0.026
HInception2026.05		5	0.037
ConvTran2026.05		5.9	0.034
FCN2026.05		5.9	0.035
MS4N2026.05		6.1	0.033
GRU2026.05		6.1	0.038
MS42026.05		6.5	0.044
Mamba22026.05		6.6	0.042
Informer2026.05		6.7	0.039
Mamba12026.05		7.3	0.046
LSTM2026.05		7.7	0.037
Quant2026.05		8	0.052
ET2026.05		9.3	0.047
Transformer2026.05		9.4	0.03