| photoplethysmography-ppg-beat-detection-on | MSPTD: MultiScale Peak & Trough Detection | #1 | F1 score: 97.5 |
| photoplethysmography-ppg-beat-detection-on | AMPD: Automatic Multiscale Peak Detection | #2 | F1 score: 97.2 |
| photoplethysmography-ppg-beat-detection-on | qppg: Adapted Onset Detector | #3 | F1 score: 96.9 |
| photoplethysmography-ppg-beat-detection-on | ABD: Automatic Beat Detection | #4 | F1 score: 96.8 |
| photoplethysmography-ppg-beat-detection-on | Pulses | #5 | F1 score: 96.6 |
| photoplethysmography-ppg-beat-detection-on | HeartPy | #6 | F1 score: 95.6 |
| photoplethysmography-ppg-beat-detection-on | SPAR: Symmetric Projection Attractor Reconstruction | #7 | F1 score: 95.3 |
| photoplethysmography-ppg-beat-detection-on | ERMA: EventRelated Moving Averages | #8 | F1 score: 93.6 |
| photoplethysmography-ppg-beat-detection-on | IMS: Incremental Merge Segmentation | #9 | F1 score: 93.6 |
| photoplethysmography-ppg-beat-detection-on | PWD: Pulse Wave Delineator | #10 | F1 score: 92.9 |
| photoplethysmography-ppg-beat-detection-on | COppg: Percentile Peak Detector | #11 | F1 score: 92.4 |
| photoplethysmography-ppg-beat-detection-on | PDA: Peak Detection Algorithm | #12 | F1 score: 92.2 |
| photoplethysmography-ppg-beat-detection-on | WFD: Wavelet Foot Delineation | #13 | F1 score: 86.5 |
| photoplethysmography-ppg-beat-detection-on | ATM: Adaptive Threshold Method | #14 | F1 score: 71.1 |
| photoplethysmography-ppg-beat-detection-on | SWT: Stationary Wavelet Transform | #15 | F1 score: 59.0 |
| photoplethysmography-ppg-heart-rate | MSPTD: MultiScale Peak & Trough Detection | #1 | MAPE: 2.4 |
| photoplethysmography-ppg-heart-rate | AMPD: Automatic Multiscale Peak Detection | #2 | MAPE: 2.9 |
| photoplethysmography-ppg-heart-rate | ABD: Automatic Beat Detection | #3 | MAPE: 3.3 |
| photoplethysmography-ppg-heart-rate | Pulses | #4 | MAPE: 3.3 |
| photoplethysmography-ppg-heart-rate | qppg: Adapted Onset Detector | #5 | MAPE: 3.5 |
| photoplethysmography-ppg-heart-rate | SPAR: Symmetric Projection Attractor Reconstruction | #6 | MAPE: 4.6 |
| photoplethysmography-ppg-heart-rate | HeartPy | #7 | MAPE: 4.9 |
| photoplethysmography-ppg-heart-rate | IMS: Incremental Merge Segmentation | #8 | MAPE: 7.7 |
| photoplethysmography-ppg-heart-rate | PDA: Peak Detection Algorithm | #9 | MAPE: 7.8 |
| photoplethysmography-ppg-heart-rate | ERMA: EventRelated Moving Averages | #10 | MAPE: 7.9 |
| photoplethysmography-ppg-heart-rate | PWD: Pulse Wave
Delineator | #11 | MAPE: 8.4 |
| photoplethysmography-ppg-heart-rate | COppg: Percentile Peak Detector | #12 | MAPE: 9.6 |
| photoplethysmography-ppg-heart-rate | WFD: Wavelet Foot Delineation | #13 | MAPE: 17.5 |
| photoplethysmography-ppg-heart-rate | ATM: Adaptive Threshold Method | #14 | MAPE: 38.5 |
| photoplethysmography-ppg-heart-rate | SWT: Stationary Wavelet Transform | #15 | MAPE: 51.0 |