Photoplethysmography (PPG) on MIMIC PERform Testing Dataset
Metric: MAPE (higher is better)
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Metric: MAPE (higher is better)
| # | Model↕ | MAPE▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SWT: Stationary Wavelet Transform | 51 | No | - | - | Code |
| 2 | ATM: Adaptive Threshold Method | 38.5 | No | - | - | Code |
| 3 | WFD: Wavelet Foot Delineation | 17.5 | No | - | - | Code |
| 4 | COppg: Percentile Peak Detector | 9.6 | No | - | - | Code |
| 5 | PWD: Pulse Wave Delineator | 8.4 | No | - | - | Code |
| 6 | ERMA: EventRelated Moving Averages | 7.9 | No | - | - | Code |
| 7 | PDA: Peak Detection Algorithm | 7.8 | No | - | - | Code |
| 8 | IMS: Incremental Merge Segmentation | 7.7 | No | - | - | Code |
| 9 | HeartPy | 4.9 | No | - | - | Code |
| 10 | SPAR: Symmetric Projection Attractor Reconstruction | 4.6 | No | - | - | Code |
| 11 | qppg: Adapted Onset Detector | 3.5 | No | - | - | Code |
| 12 | ABD: Automatic Beat Detection | 3.3 | No | - | - | Code |
| 13 | Pulses | 3.3 | No | - | - | Code |
| 14 | AMPD: Automatic Multiscale Peak Detection | 2.9 | No | - | - | Code |
| 15 | MSPTD: MultiScale Peak & Trough Detection | 2.4 | No | - | - | Code |