Multivariate Time Series Classification on UEA-MTSCA EC (test)
34.4AccuracyLog-NCDE
Evaluation results
| Method | Links | |
|---|---|---|
| Log-NCDEMethodology=Log-Signature NCDE2026.07 | 34.4 | |
| S-SLiCEStructure=Sparse2026.07 | 30.4 | |
| WH-SLiCEStructure=Walsh-Hadamard2026.07 | 30.1 | |
| NCDE2026.07 | 29.9 | |
| BD-SLiCEStructure=Block-Diagonal2026.07 | 28.6 | |
| Mamba2026.07 | 27.9 | |
| DPLR-SLiCEStructure=Diagonal Plus Low Rank2026.07 | 27.6 | |
| D-DE-SLiCEStructure=D-DE2026.07 | 27.3 | |
| D-SLiCEStructure=Dense2026.07 | 27.1 | |
| S62026.07 | 26.4 | |
| DE-LNCDEStructure=DE2026.07 | 25.8 | |
| NRDE2026.07 | 25.3 | |
| S52026.07 | 24.1 | |
| LRU2026.07 | 21.5 |