Classification on EthanolConcentration
68.44AccuracyUCF
Evaluation Results
| Method | Links | |
|---|---|---|
| UCFFusion type=mean, Time=4.3 s2026.04 | 68.44 | |
| UCFFusion type=barycenter, Time=2.6 min2026.04 | 68.06 | |
| QUANTAggregation=ensemble, Time=13.2 s2026.04 | 65.77 | |
| UCFFusion type=median, Time=4.5 s2026.04 | 63.11 | |
| QUANTAggregation=concatenation, Time=14.9 s2026.04 | 62.35 | |
| WEASEL+MUSETime=1.9 min2026.04 | 53.23 | |
| Peri-midFormer2024.11 | 50.6 | |
| Rocket2024.11 | 45.2 | |
| TimesNet2024.11 | 35.7 | |
| DTW_DTime=100.4 h2026.04 | 34.22 | |
| GPT4TS2024.11 | 34.2 | |
| Flowformer2024.11 | 33.8 | |
| Transformer2024.11 | 32.7 | |
| Non-stationary Transformer2024.11 | 32.7 | |
| DLinear2024.11 | 32.6 | |
| Reformer2024.11 | 31.9 | |
| Autoformer2024.11 | 31.6 | |
| FEDformer2024.11 | 31.2 | |
| Pyraformer2024.11 | 30.8 | |
| DTW_ITime=1.5 h2026.04 | 30.79 | |
| TSLANet2024.11 | 30.4 | |
| LightTS2024.11 | 29.7 | |
| PatchTST2024.11 | 29.6 | |
| TCN2024.11 | 28.9 | |
| ETSformer2024.11 | 28.1 | |
| TapNetTime=54.9 min2026.04 | 27.37 |