Multivariate Time-series Classification on UEA Multivariate Time-series Archive HB
78.4AccuracyLRU
Evaluation Results
| Method | Links | |
|---|---|---|
| LRU2026.07 | 78.4 | |
| mTAN2025.05 | 77.89 | |
| S52026.07 | 77.7 | |
| BD-SLiCEStructure=Block-Diagonal2026.07 | 77.4 | |
| S62026.07 | 76.5 | |
| Mamba2026.07 | 76.2 | |
| WH-SLiCEStructure=Walsh-Hadamard2026.07 | 76.1 | |
| ContiFormer2025.05 | 75.61 | |
| Log-NCDEMethodology=Log-Signature NCDE2026.07 | 75.2 | |
| RoMAE-tinyEvaluation protocol=pretraining + finetuning, Pre-training epochs=400, Observation drop rate=30%2025.05 | 74.47 | |
| DPLR-SLiCEStructure=Diagonal Plus Low Rank2026.07 | 74.2 | |
| DE-LNCDEStructure=DE2026.07 | 74.2 | |
| TST2025.05 | 73.98 | |
| D-DE-SLiCEStructure=D-DE2026.07 | 73.9 | |
| NCDE2026.07 | 73.9 | |
| S52025.05 | 73.33 | |
| D-SLiCEStructure=Dense2026.07 | 72.9 | |
| NRDE2026.07 | 72.9 | |
| S-SLiCEStructure=Sparse2026.07 | 72.6 |