Time Series Classification on CNC
0.08SM ScoreVQ-VAE MLP
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VQ-VAE MLPLatent Space=VQ-VAE, Classifier=MLP2026.02 | 0.08 | -0.03 | 0.06 | -0.02 | — | 0.55 | 80 | |
| DVAE MLPLatent Space=DVAE, Classifier=MLP2026.02 | 0.03 | -0.03 | 0.06 | 0.03 | — | 0.54 | 88 | |
| SAX MLPLatent Space=SAX, Classifier=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 TrLatent Space=DVAE, Classifier=Transformer2026.02 | -0.01 | 0 | 0 | 0 | -0.01 | 0.5 | 78 | |
| VQ-VAE TrLatent Space=VQ-VAE, Classifier=Transformer2026.02 | -0.05 | 0.01 | 0 | -0.02 | -0.01 | 0.55 | 78 |