Normal vs. ST/T Changes (STTC) Classification on PTB-XL (test)
93.31AccuracyBaseline
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BaselineSampling Frequency=100 Hz2026.02 | 93.31 | 92.54 | 91.1 | 89.89 | 90.49 | 85.34 | 97.92 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=2-classes2026.02 | 92.33 | 91.3 | 90.28 | 87.79 | 89.02 | 83.15 | 97.48 | |
| IMN + TransNetSampling Frequency=100 Hz, Formulation=Binary2026.02 | 92.3 | 91.99 | 87.75 | 90.94 | 89.32 | 83.33 | 97.57 | |
| BaselineSampling Frequency=500 Hz2026.02 | 90.95 | 90.6 | 85.65 | 89.41 | 87.49 | 80.45 | 96.85 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=2-classes2026.02 | 89.36 | 88.79 | 83.72 | 86.83 | 85.25 | 76.96 | 95.89 | |
| IMN + TransNetSampling Frequency=500 Hz, Formulation=Binary2026.02 | 87.06 | 87.83 | 77.01 | 90.46 | 83.19 | 73.41 | 95.43 | |
| IMN DirectSampling Frequency=500 Hz, Ablation=Without TransNet2026.02 | 52.33 | 51.74 | 37.08 | 49.71 | 42.48 | 3.33 | 51.05 |