Time Series Classification on InsectSound
17.8Error RateHydra
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Hydra2026.05 | 17.8 | 0.006 | |
| HInception2026.05 | 18.2 | 0.007 | |
| ConvTran2026.05 | 20.3 | 0.007 | |
| MS4N2026.05 | 20.9 | 0.007 | |
| MS42026.05 | 21 | 0.003 | |
| FCN2026.05 | 21.4 | 0.013 | |
| GRU2026.05 | 22.4 | 0.007 | |
| Quant2026.05 | 22.4 | 0.004 | |
| LSTM2026.05 | 23.6 | 0.009 | |
| Mamba12026.05 | 25 | 0.006 | |
| Mamba22026.05 | 26.1 | 0.005 | |
| Informer2026.05 | 33.9 | 0.014 | |
| Transformer2026.05 | 34.4 | 0.008 | |
| ET2026.05 | 38.4 | 0.008 |