Peak Detection on MIT-BIH ECG
0.48HR MAE (bpm)FR-Net
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FR-NetRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 0.48 | 5.02 | 0.59 | 15.1 | 99.2 | 99.5 | 99 | |
| 1D-UNet++Relative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 0.57 | 6.5 | 0.79 | 27.84 | 98.7 | 99 | 98.4 | |
| Peak-DetectorRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 0.86 | 9.97 | 1.24 | 61.1 | 97 | 96.8 | 97.2 | |
| Pan-TRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 1.06 | 8.48 | 1.48 | 33.09 | 96.6 | 97.1 | 96.1 | |
| CNN-SWTRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 1.19 | 18.5 | 1.48 | 75.08 | 98 | 98.4 | 97.7 | |
| PinoRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 3.59 | 26 | 4.45 | 78.28 | 89.3 | 91.7 | 86.9 | |
| ElgRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 3.81 | 39.1 | 5.63 | 157.56 | 14.1 | 14.4 | 13.8 | |
| NabianRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 4.23 | 27.13 | 5.44 | 43.66 | 78.1 | 94.2 | 66.7 | |
| ChoiRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 7.01 | 62.94 | 9.61 | 240.54 | 71.7 | 74.5 | 69.2 | |
| BishopRelative Temporal Tolerance=±5% of the local peak-to-peak interval2026.05 | 79.75 | 68.57 | 105.98 | 268.89 | 54.2 | 42.5 | 75 |