UBFC-rPPG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Heart Rate Estimation | UBFC-rPPG | MAE (BPM)-4.49 | 127 | |
| Heart Rate Estimation | UBFC-rPPG (test) | MAE0.17 | 69 | |
| Pulse Rate Estimation | UBFC-rPPG to PURE (test) | MAE (BPM)0.29 | 50 | |
| Pulse Rate Estimation | UBFC-rPPG Intra-dataset | MAE (BPM)0.15 | 49 | |
| Pulse Rate Estimation | UBFC-rPPG to MMPD (test) | MAE (BPM)7.38 | 22 | |
| rPPG estimation | UBFC-rPPG | MAE0.24 | 17 | |
| Heart Rate Estimation | UBFC-rPPG intra-domain U | MAE4.29 | 12 | |
| RF Estimation | UBFC-rPPG | RF Standard Deviation (SD)0.006 | 10 | |
| HRV Estimation | UBFC-rPPG | LF SD0.243 | 10 | |
| Heart Rate Estimation | UBFC-rPPG to BSIPL-motion (train-test cross) | MAE (bpm)0.55 | 8 | |
| Heart Rate Variability Analysis | UBFC-rPPG (test) | LF STD (n.u.)0.028 | 8 | |
| rPPG signal extraction | UBFC-RPPG multiple patch setting | SNR13.98 | 8 | |
| Heart Rate Estimation | UBFC-rPPG v1 (test) | MAE (BPM)0.65 | 8 | |
| rPPG signal extraction | UBFC-RPPG | SNR2.67 | 6 | |
| rPPG Attribution Saliency Evaluation | UBFC-rPPG (test) | Skin Coverage (refined)83 | 4 | |
| Physiological Signal Editing | UBFC-rPPG 4 (test) | PSNR (dB)43.08 | 2 |
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