Time Series Classification on AudioMNIST benchmark leaderboard · SOTA2 Research

Time Series Classification on AudioMNIST

1.4Error RateConvTran

Evaluation Results

Method	Links
ConvTran2026.05		1.4	0.6
MS4N2026.05		1.6	0.7
Hydra2026.05		2.7	1.3
MS42026.05		3.9	1.8
Mamba22026.05		9.6	3.3
Quant2026.05		12.1	3.9
Mamba12026.05		12.8	2.8
Informer2026.05		17.5	2.1
Transformer2026.05		19.1	1
HInception2026.05		21.1	2.8
ET2026.05		54	2
FCN2026.05		89.6	0.9
GRU2026.05		90	1
LSTM2026.05		90	1