Normal vs. Conduction Disturbance (CD) Classification on PTB-XL (test)
92.65AccuracyBaseline
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BaselineSampling Frequency=100 Hz2026.02 | 92.65 | 92.18 | 87.53 | 90.79 | 89.13 | 0.8362 | 97.32 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=Binary2026.02 | 92.51 | 91.08 | 90.21 | 86.84 | 88.49 | 0.8297 | 96.97 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=2-classes2026.02 | 92.07 | 90.53 | 89.7 | 85.96 | 87.79 | 0.8197 | 96.5 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=Binary2026.02 | 89.53 | 88.05 | 84.59 | 83.66 | 84.12 | 0.7631 | 94.94 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=2-classes2026.02 | 89.49 | 89.16 | 81.62 | 88.16 | 84.77 | 0.769 | 95.05 | |
| BaselineSampling Frequency=500 Hz2026.02 | 87.35 | 88.3 | 75.68 | 91.12 | 82.69 | 0.7363 | 95.84 | |
| IMN DirectSampling Frequency=500 Hz, Ablation=Without TransNet2026.02 | 51.71 | 51.14 | 34.22 | 49.45 | 40.45 | 0.0215 | 51.55 |