Multivariate Time Series Classification on SelfRegulationSCP2 UEA (test)
70.3AccuracyFACTS
Evaluation results
| Method | Links | |
|---|---|---|
| FACTS2025.06 | 70.3 | |
| LinOSS-IMEXruns=52026.04 | 58.9 | |
| LinOSS2025.06 | 58.2 | |
| LinOSS-IMruns=52026.04 | 58.2 | |
| WARPmode=recurrent non-AR2025.06 | 57.89 | |
| S52025.06 | 55.1 | |
| Log-NCDE2025.06 | 54 | |
| BD-SLiCEStructure=Block-Diagonal2026.07 | 54 | |
| NRDEruns=52026.04 | 53.7 | |
| Log-NCDEruns=52026.04 | 53.7 | |
| Log-NCDEMethodology=Log-Signature NCDE2026.07 | 53.7 | |
| NRDE2026.07 | 53.7 | |
| NCDE2025.06 | 53.6 | |
| MARS-TCruns=52026.04 | 53.1 | |
| NCDEruns=52026.04 | 53 | |
| D-SLiCEStructure=Dense2026.07 | 53 | |
| NCDE2026.07 | 53 | |
| WH-SLiCEStructure=Walsh-Hadamard2026.07 | 51.9 | |
| D-DE-SLiCEStructure=D-DE2026.07 | 51.6 | |
| LRUruns=52026.04 | 51.2 | |
| LRU2026.07 | 51.2 | |
| DPLR-SLiCEStructure=Diagonal Plus Low Rank2026.07 | 50.9 | |
| MARSruns=52026.04 | 50.69 | |
| S5runs=52026.04 | 50.5 | |
| S52026.07 | 50.5 | |
| S62025.06 | 49.9 | |
| S6runs=52026.04 | 49.9 | |
| S62026.07 | 49.9 | |
| DE-LNCDEStructure=DE2026.07 | 49.8 | |
| S-SLiCEStructure=Sparse2026.07 | 49.5 | |
| Mamba2025.06 | 48.2 | |
| Mambaruns=52026.04 | 48.2 | |
| Mamba2026.07 | 48.2 | |
| NRDE2025.06 | 48.1 | |
| LRU2025.06 | 47.4 | |
| Griffin2025.06 | 43.1 |