Multivariate Time Series Classification on NATOPS
97.37AccuracyAnchorMoE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AnchorMoE2026.06 | 97.37 | — | — | 97.03 | |
| TSTAvg Train=302023.05 | 95 | — | — | — | |
| ConvTranTrain size=1802023.05 | 94.44 | 14.61 | 0.04 | — | |
| ConvTranTrain Size=1802023.05 | 94.44 | — | — | — | |
| ConvTranAvg Train=302023.05 | 94.44 | — | — | — | |
| DLinear2026.06 | 94.26 | — | — | 94.25 | |
| TST2023.11 | 94 | — | — | — | |
| LPTM2023.11 | 94 | — | — | — | |
| LightTS2026.06 | 93.92 | — | — | 93.58 | |
| FEDformer2026.06 | 93.33 | — | — | 93.28 | |
| MPTSNet2026.06 | 93.05 | — | — | 92.71 | |
| Disjoint-CNNAvg Train=302023.05 | 92.77 | — | — | — | |
| TSLANet2026.06 | 92.53 | — | — | 89.78 | |
| MiniRocket2026.06 | 92.22 | — | — | 92.2 | |
| TARNet2023.11 | 92 | — | — | — | |
| TS-TCC2023.11 | 92 | — | — | — | |
| ITAvg Train=302023.05 | 91.66 | — | — | — | |
| TS2Vec2023.11 | 91 | — | — | — | |
| ROCKETTrain size=1802023.05 | 89.44 | 0.6 | 0.58 | — | |
| ROCKETTrain Size=1802023.05 | 89.44 | — | — | — | |
| HC2Train Size=1802023.05 | 89.44 | — | — | — | |
| ResNetAvg Train=302023.05 | 89.44 | — | — | — | |
| CRT2023.11 | 88 | — | — | — | |
| FCNAvg Train=302023.05 | 87.78 | — | — | — | |
| CIFTrain Size=1802023.05 | 85.56 | — | — | — | |
| SimMTM2023.11 | 85 | — | — | — | |
| TimesNet2026.06 | 85 | — | — | 84.84 | |
| TimesNet2023.11 | 84 | — | — | — | |
| PatchTST2026.06 | 77.59 | — | — | 77.52 | |
| Informer2023.11 | 75 | — | — | — | |
| MICN2026.06 | 72.48 | — | — | 72.15 | |
| Autoformer2023.11 | 69 | — | — | — |