Normal vs. Hypertrophy (HYP) Classification on PTB-XL (test)
90.94AccuracyBaseline
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BaselineSampling Frequency=100 Hz2026.02 | 90.94 | 85.5 | 81.09 | 75.89 | 78.4 | 0.7274 | 0.9374 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=2-classes2026.02 | 90.12 | 84.98 | 77.95 | 75.89 | 76.91 | 0.7063 | 0.9276 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=Binary2026.02 | 89.63 | 84.94 | 75.79 | 76.65 | 76.22 | 0.6959 | 0.932 | |
| BaselineSampling Frequency=500 Hz2026.02 | 89.42 | 84.12 | 76.05 | 74.76 | 75.4 | 0.6867 | 0.9128 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=Binary2026.02 | 87.18 | 82.49 | 69 | 74.2 | 71.51 | 0.6332 | 0.9011 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=2-classes2026.02 | 86.65 | 82.9 | 66.83 | 76.27 | 71.24 | 0.6283 | 0.903 | |
| IMN DirectSampling Frequency=500 Hz, Ablation=Without TransNet2026.02 | 50.92 | 51.85 | 22.92 | 53.48 | 32.09 | 0.0304 | 0.5177 |