5-class ECG Classification on PTB-XL (Cross-subject)
73.94AccuracySoftShape
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SoftShapeA.Rank=3.61, Reproduced=true2026.05 | 73.94 | 62.97 | 90.59 | |
| BioFormerA.Rank=1.47, Reproduced=true2026.05 | 73.37 | 62.56 | 90.37 | |
| CrossformerA.Rank=6.472026.05 | 73.3 | 62.59 | 90.02 | |
| PatchTSTA.Rank=8.172026.05 | 73.23 | 62.61 | 89.74 | |
| MedformerA.Rank=4.942026.05 | 72.87 | 62.02 | 89.66 | |
| MTSTA.Rank=8.332026.05 | 72.14 | 61.43 | 88.97 | |
| ReformerA.Rank=5.252026.05 | 71.72 | 60.69 | 88.8 | |
| InformerA.Rank=7.422026.05 | 71.43 | 60.44 | 88.65 | |
| TransformerA.Rank=7.292026.05 | 70.59 | 59.05 | 88.21 | |
| NonformerA.Rank=7.122026.05 | 70.56 | 59.1 | 88.32 | |
| iTransformerA.Rank=7.942026.05 | 69.28 | 56.2 | 86.71 | |
| AutoformerA.Rank=12.252026.05 | 61.68 | 48.85 | 82.04 | |
| FEDformerA.Rank=10.672026.05 | 57.2 | 47.89 | 82.13 |