Time-series Classification on EthanolConcentration (EC) (test)
44.1AccuracyLLM NAS
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM NASm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=1751, C (number of classes)=4, Train size=261, Test size=263, NAS search budget (cycles)=602026.03 | 44.1 | |
| Baseline stagedm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=1751, C (number of classes)=4, Train size=261, Test size=2632026.03 | 32.7 | |
| Baseline end-to-endm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=1751, C (number of classes)=4, Train size=261, Test size=2632026.03 | 28.1 | |
| Previous workm (number of modalities)=1, dm (number of variates)=3, Tm (sequence length)=1751, C (number of classes)=4, Train size=261, Test size=2632026.03 | 27.8 |