Multivariate Time Series Classification on Heartbeat
80.97AccuracyAnchorMoE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AnchorMoE2026.06 | 80.97 | — | — | 79.71 | |
| TimesNet2026.06 | 79.19 | — | — | 69.22 | |
| ConvTranTrain size=2042023.05 | 78.53 | 17.13 | 0.09 | — | |
| ConvTranTrain Size=2042023.05 | 78.53 | — | — | — | |
| ConvTranAvg Train=1022023.05 | 78.53 | — | — | — | |
| TSLANet2026.06 | 78.17 | — | — | 57.45 | |
| CIFTrain Size=2042023.05 | 78.05 | — | — | — | |
| MICN2026.06 | 76.95 | — | — | 76.68 | |
| DLinear2026.06 | 75.61 | — | — | 62.68 | |
| LightTS2026.06 | 75.61 | — | — | 61.7 | |
| MPTSNet2026.06 | 75.12 | — | — | 67.35 | |
| FEDformer2026.06 | 74.47 | — | — | 62.82 | |
| ROCKETTrain size=2042023.05 | 74.14 | 4.57 | 4.59 | — | |
| HC2Train Size=2042023.05 | 73.17 | — | — | — | |
| ResNetAvg Train=1022023.05 | 72.68 | — | — | — | |
| MiniRocket2026.06 | 72.36 | — | — | 68.81 | |
| Disjoint-CNNAvg Train=1022023.05 | 71.7 | — | — | — | |
| PatchTST2026.06 | 70.89 | — | — | 45.41 | |
| TSTAvg Train=1022023.05 | 69.75 | — | — | — | |
| ROCKETTrain Size=2042023.05 | 67.8 | — | — | — | |
| FCNAvg Train=1022023.05 | 67.8 | — | — | — | |
| ITAvg Train=1022023.05 | 62.48 | — | — | — |