Normal vs. Myocardial Infarction (MI) Classification on PTB-XL (test)
92.11AccuracyBaseline
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BaselineSampling Frequency=100 Hz2026.02 | 92.11 | 91.03 | 90.87 | 87.06 | 88.92 | 82.85 | 96.99 | |
| BaselineSampling Frequency=500 Hz2026.02 | 90.82 | 89.66 | 88.9 | 85.41 | 87.12 | 80.04 | 96.76 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=Binary2026.02 | 90.46 | 89.12 | 88.93 | 84.23 | 86.52 | 79.21 | 96.31 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=2-classes2026.02 | 90.03 | 88.33 | 89.56 | 82.13 | 85.69 | 78.23 | 95.91 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=2-classes2026.02 | 89.33 | 87.63 | 88.33 | 81.4 | 84.72 | 76.7 | 95.55 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=Binary2026.02 | 88.57 | 86.62 | 87.9 | 79.49 | 83.48 | 75 | 95.07 | |
| IMN DirectSampling Frequency=500 Hz, Ablation=Without TransNet2026.02 | 50.99 | 51.61 | 37.79 | 53.87 | 44.42 | 3.1 | 51.49 |