Time-series Classification on NATOPS (NAT) (test)
90.1Accuracy (NAT Test)LLM NAS
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM NASm (number of modalities)=1, dm (number of variates)=24, Tm (sequence length)=51, C (number of classes)=6, Train size=180, Test size=180, NAS search budget (cycles)=102026.03 | 90.1 | |
| Baseline end-to-endm (number of modalities)=1, dm (number of variates)=24, Tm (sequence length)=51, C (number of classes)=6, Train size=180, Test size=1802026.03 | 88.9 | |
| Baseline stagedm (number of modalities)=1, dm (number of variates)=24, Tm (sequence length)=51, C (number of classes)=6, Train size=180, Test size=1802026.03 | 84.7 | |
| Previous workm (number of modalities)=1, dm (number of variates)=24, Tm (sequence length)=51, C (number of classes)=6, Train size=180, Test size=1802026.03 | 76.1 |