| PURE | RhythmJEPA | MAE0.12 | | 165 | 24d ago |
| UBFC-rPPG | P-Hybrid | MAE (BPM)-4.49 | | 127 | 24d ago |
| BUAA | FreqPhys | MAE1.13 | | 98 | 3mo ago |
| MMPD | | MAE3.16 | | 80 | 24d ago |
| UBFC-rPPG (test) | rPPG-MAE | MAE0.17 | | 69 | 1mo ago |
| UBFC | LQ-rPPG | MAE0.14 | | 60 | 2mo ago |
| MCD N=200 FULLHDWEBCAM (test) | PAvgBP | ΔMAE (BPM)-1.56 | | 55 | 1mo ago |
| MMPD (test) | LQ-rPPG | MAE2.67 | | 46 | 1mo ago |
| COHFACE | LQ-rPPG | MAE0.3 | | 33 | 1mo ago |
| MMSE-HR | ContrastPhys-100 | MAE (BPM)1.11 | | 30 | 3mo ago |
| DaLiA | Temp-ResNet | MAE4.4 | | 28 | 1mo ago |
| UBFC Cross-dataset from PURE (test) | LQ-rPPG | MAE (bpm)0.46 | | 27 | 24d ago |
| PURE (test) | Periodic-MAE | MAE0.75 | | 27 | 1mo ago |
| WildPPG | Temp-ResNet | MAE (BPM)8.37 | | 25 | 4mo ago |
| MMPD trained on UBFC (test) | LQ-rPPG | MAE (BPM)8.09 | | 23 | 24d ago |
| V4V (test) | LQ-rPPG | MAE0.73 | | 22 | 1mo ago |
| AFRL All Tasks | Hyb.-CAN | MAE1.12 | | 17 | 4mo ago |
| MMPD trained on PURE (test) | LQ-rPPG | MAE7.98 | | 16 | 24d ago |
| PURE to UBFC-rPPG (train-test cross) | FCUS-rPPG | MAE (bpm)0.71 | | 15 | 1mo ago |
| PPGDalia (Average) | KID-PPG | MAE2.85 | | 14 | 4mo ago |
| V4V | VDMoE | MAE4.01 | | 13 | 3mo ago |
| MCDD | VDMoE | MAE10.32 | | 13 | 3mo ago |
| COHFACE Cross-domain U+P→C | periodicity-guided rPPG estimation | MAE13.46 | | 12 | 1mo ago |
| PURE Cross-domain U+C→P | periodicity-guided rPPG estimation | MAE8.43 | | 12 | 1mo ago |
| UBFC Cross-domain P+C→U | periodicity-guided rPPG estimation | MAE10.96 | | 12 | 1mo ago |
