Multivariate Time Series Classification on BasicMotions
100AccuracyROCKET
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ROCKETTrain size=402023.05 | 100 | 0.25 | 0.27 | — | |
| ConvTranTrain size=402023.05 | 100 | 4.45 | 0.01 | — | |
| ConvTranTrain Size=402023.05 | 100 | — | — | — | |
| ROCKETTrain Size=402023.05 | 100 | — | — | — | |
| HC2Train Size=402023.05 | 100 | — | — | — | |
| CIFTrain Size=402023.05 | 100 | — | — | — | |
| ConvTranAvg Train=102023.05 | 100 | — | — | — | |
| ITAvg Train=102023.05 | 100 | — | — | — | |
| Disjoint-CNNAvg Train=102023.05 | 100 | — | — | — | |
| FCNAvg Train=102023.05 | 100 | — | — | — | |
| ResNetAvg Train=102023.05 | 100 | — | — | — | |
| TARNet2023.11 | 100 | — | — | — | |
| TS-TCC2023.11 | 100 | — | — | — | |
| LPTM2023.11 | 100 | — | — | — | |
| TSLANet2026.06 | 100 | — | — | 100 | |
| MiniRocket2026.06 | 100 | — | — | 100 | |
| AnchorMoE2026.06 | 100 | — | — | 100 | |
| TimesNet2026.06 | 99.17 | — | — | 99.16 | |
| TS2Vec2023.11 | 99 | — | — | — | |
| TSTAvg Train=102023.05 | 97.5 | — | — | — | |
| LightTS2026.06 | 97.5 | — | — | 97.49 | |
| MPTSNet2026.06 | 95.83 | — | — | 95.8 | |
| Informer2023.11 | 95 | — | — | — | |
| Autoformer2023.11 | 93 | — | — | — | |
| MICN2026.06 | 92.36 | — | — | 92.11 | |
| TimesNet2023.11 | 92 | — | — | — | |
| TST2023.11 | 92 | — | — | — | |
| CRT2023.11 | 88 | — | — | — | |
| DLinear2026.06 | 87.5 | — | — | 87.32 | |
| SimMTM2023.11 | 86 | — | — | — | |
| FEDformer2026.06 | 85 | — | — | 84.48 | |
| PatchTST2026.06 | 70 | — | — | 69.5 |