Multivariate Time Series Classification on SelfRegulationSCP1 UEA-MTSCA (test)
91.76AccuracyMARS
Evaluation results
| Method | Links | |
|---|---|---|
| MARSruns=52026.04 | 91.76 | |
| S5runs=52026.04 | 89.9 | |
| S52026.07 | 89.9 | |
| MARS-TCruns=52026.04 | 89.65 | |
| LinOSS-IMruns=52026.04 | 87.8 | |
| LinOSS-IMEXruns=52026.04 | 87.5 | |
| BD-SLiCEStructure=Block-Diagonal2026.07 | 84.9 | |
| D-DE-SLiCEStructure=D-DE2026.07 | 84.7 | |
| DPLR-SLiCEStructure=Diagonal Plus Low Rank2026.07 | 83.5 | |
| D-SLiCEStructure=Dense2026.07 | 83.5 | |
| Log-NCDEruns=52026.04 | 83.1 | |
| Log-NCDEMethodology=Log-Signature NCDE2026.07 | 83.1 | |
| S6runs=52026.04 | 82.8 | |
| S62026.07 | 82.8 | |
| S-SLiCEStructure=Sparse2026.07 | 82.8 | |
| LRUruns=52026.04 | 82.6 | |
| LRU2026.07 | 82.6 | |
| WH-SLiCEStructure=Walsh-Hadamard2026.07 | 82.4 | |
| DE-LNCDEStructure=DE2026.07 | 81.9 | |
| NRDEruns=52026.04 | 80.9 | |
| NRDE2026.07 | 80.9 | |
| Mambaruns=52026.04 | 80.7 | |
| Mamba2026.07 | 80.7 | |
| NCDEruns=52026.04 | 79.8 | |
| NCDE2026.07 | 79.8 |