Time-series Classification on UWaveGestureLibrary (UWG) (test)
83.1AccuracyBaseline staged
Evaluation Results
| Method | Links | |
|---|---|---|
| Baseline stagedm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=315, C (number of classes)=8, Train size=120, Test size=3202026.03 | 83.1 | |
| LLM NASm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=315, C (number of classes)=8, Train size=120, Test size=320, NAS search budget (cycles)=102026.03 | 83.1 | |
| Previous workm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=315, C (number of classes)=8, Train size=120, Test size=3202026.03 | 71.1 | |
| Baseline end-to-endm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=315, C (number of classes)=8, Train size=120, Test size=3202026.03 | 49.7 |