PURE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Heart Rate Estimation | PURE | MAE0.12 | 165 | |
| Pulse rate estimation | PURE Intra-dataset | MAE (bpm)0.23 | 48 | |
| Heart Rate Estimation | PURE (test) | MAE0.75 | 27 | |
| rPPG estimation | PURE | MAE0.21 | 24 | |
| HR estimation | PURE (five-fold cross-validation) | MAE0.26 | 22 | |
| Heart Rate Estimation | PURE Cross-domain U+C→P | MAE8.43 | 12 | |
| Remote Physiological Measurement | PURE | MAE8.28 | 7 | |
| Heart Rate Estimation | PURE cross-dataset (trained on BSIPL-motion) | MAE (bpm)0.6 | 7 | |
| rPPG Estimation | PURE Output Videos | MAE (bpm)10.07 | 7 | |
| Remote Photoplethysmography (rPPG) | PURE (test) | MAE0.49 | 6 | |
| Respiratory rate estimation | PURE | MAE6.66 | 5 | |
| Physiological Signal Editing | PURE 36 (test) | PSNR (dB)42.68 | 2 |
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