Time Series Classification on CNC benchmark leaderboard · SOTA2 Research

Time Series Classification on CNC

0.08SM ScoreVQ-VAE MLP

Evaluation Results

Method	Links
VQ-VAE MLP2026.02		0.08	-0.03	0.06	-0.02	—	0.55	80
DVAE MLP2026.02		0.03	-0.03	0.06	0.03	—	0.54	88
SAX MLP2026.02		0.01	0.01	0.01	0.04	—	0.54	89
DLinear2026.02		0	0	-0.01	0	—	0.49	84
MLP2026.02		0	0.03	0	0.01	—	0.65	85
TS Tr2026.02		0	0	0	0	0	0.49	83
TimesNet2026.02		0	0.04	0.01	0.02	—	0.63	75
DVAE Tr2026.02		-0.01	0	0	0	-0.01	0.5	78
VQ-VAE Tr2026.02		-0.05	0.01	0	-0.02	-0.01	0.55	78