Multivariate Time Series Classification on Atrial Fibrillation
100AccuracyTARNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TARNet2023.11 | 100 | — | — | |
| LPTM2023.11 | 93 | — | — | |
| CRT2023.11 | 89 | — | — | |
| SimMTM2023.11 | 85 | — | — | |
| TST2023.11 | 72 | — | — | |
| TimesNet2023.11 | 68 | — | — | |
| Informer2023.11 | 57 | — | — | |
| Autoformer2023.11 | 55 | — | — | |
| TS2Vec2023.11 | 44 | — | — | |
| ConvTranTrain size=152023.05 | 40 | 1.99 | 0.01 | |
| ConvTranAvg Train=52023.05 | 40 | — | — | |
| Disjoint-CNNAvg Train=52023.05 | 40 | — | — | |
| TS-TCC2023.11 | 37 | — | — | |
| CIFTrain Size=152023.05 | 33.33 | — | — | |
| FCNAvg Train=52023.05 | 33.33 | — | — | |
| ResNetAvg Train=52023.05 | 33.33 | — | — | |
| HC2Train Size=152023.05 | 26.67 | — | — | |
| ROCKETTrain size=152023.05 | 20 | 0.39 | 0.41 | |
| TSTAvg Train=52023.05 | 20 | — | — | |
| ITAvg Train=52023.05 | 20 | — | — | |
| ROCKETTrain Size=152023.05 | 13.33 | — | — | |
| ConvTranTrain Size=152023.05 | 10 | — | — |