2-class ECG Classification on PTB ECG-2 (Cross-subject)
87.73AccuracyBioFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioFormerA.Rank=1.47, Reproduced=true2026.05 | 87.73 | 84.71 | 94.71 | |
| iTransformerA.Rank=7.942026.05 | 83.89 | 79.06 | 91.18 | |
| SoftShapeA.Rank=3.61, Reproduced=true2026.05 | 83.72 | 78.42 | 94.38 | |
| MedformerA.Rank=4.942026.05 | 83.5 | 79.18 | 92.81 | |
| CrossformerA.Rank=6.472026.05 | 80.17 | 72.75 | 88.55 | |
| InformerA.Rank=7.422026.05 | 78.69 | 70.84 | 92.09 | |
| NonformerA.Rank=7.122026.05 | 78.66 | 70.9 | 89.37 | |
| ReformerA.Rank=5.252026.05 | 77.96 | 69.65 | 91.13 | |
| TransformerA.Rank=7.292026.05 | 77.37 | 68.47 | 90.08 | |
| MTSTA.Rank=8.332026.05 | 76.59 | 67.38 | 86.86 | |
| FEDformerA.Rank=10.672026.05 | 76.05 | 67.14 | 85.93 | |
| PatchTSTA.Rank=8.172026.05 | 74.74 | 64.36 | 88.79 | |
| AutoformerA.Rank=12.252026.05 | 73.35 | 63.69 | 78.54 |