Time Series Classification on AudioMNIST-DS benchmark leaderboard · SOTA2 Research

Time Series Classification on AudioMNIST-DS

5Error RateMS4N

Evaluation Results

Method	Links
MS4N2026.05		5	1.3
ConvTran2026.05		5.1	1.3
GRU2026.05		5.5	0.8
Hydra2026.05		5.5	1.8
MS42026.05		6.7	2
HInception2026.05		7.4	0.9
Mamba22026.05		10.6	2
Informer2026.05		11.1	2.3
Quant2026.05		12.2	3
Mamba12026.05		13.8	2.2
Transformer2026.05		16.4	1.5
ET2026.05		50.3	2.5
FCN2026.05		88	2.3
LSTM2026.05		89.9	0.5