| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PURE | PHASE-Net | MAE0.14 | 152 | 9d ago | |
| BUAA | FreqPhys | MAE1.13 | 98 | 1mo ago | |
| MMPD | MAE3.16 | 67 | 1mo ago | ||
| UBFC | LQ-rPPG | MAE0.14 | 60 | 9d ago | |
| UBFC-rPPG | PHASE-Net | MAE (BPM)0.15 | 59 | 1mo ago | |
| UBFC-rPPG (test) | DRNet | MAE0.42 | 44 | 2mo ago | |
| MMPD (test) | LQ-rPPG | MAE2.67 | 32 | 9d ago | |
| MMSE-HR | ContrastPhys-100 | MAE (BPM)1.11 | 30 | 1mo ago | |
| COHFACE | LQ-rPPG | MAE0.3 | 25 | 9d ago | |
| DaLiA | Temp-ResNet | MAE4.4 | 25 | 3mo ago | |
| WildPPG | Temp-ResNet | MAE (BPM)8.37 | 25 | 3mo ago | |
| PURE (test) | MVRD-rPPG | MAE0.77 | 20 | 2mo ago | |
| AFRL All Tasks | Hyb.-CAN | MAE1.12 | 17 | 3mo ago | |
| PPGDalia (Average) | KID-PPG | MAE2.85 | 14 | 3mo ago | |
| UBFC Cross-dataset from PURE (test) | LQ-rPPG | MAE (bpm)0.46 | 13 | 9d ago | |
| V4V | VDMoE | MAE4.01 | 13 | 2mo ago | |
| MCDD | VDMoE | MAE10.32 | 13 | 2mo ago | |
| VitalVideo | FacePhys | MAE0.77 | 12 | 3mo ago | |
| VIPL-HR (5-fold cross-validation) | NEST | SD7.49 | 12 | 3mo ago | |
| MR-NIRP Car | FreqPhys | MAE5.75 | 11 | 2mo ago | |
| PICU (test) | Ours (Final) | MAE3.2 | 11 | 3mo ago | |
| MMPD trained on PURE (test) | LQ-rPPG | MAE7.98 | 9 | 9d ago | |
| MMPD trained on UBFC (test) | LQ-rPPG | MAE (BPM)8.09 | 9 | 9d ago | |
| MR-NIRP-Car Average Cross-domain | FreqPhys | MAE6.37 | 9 | 2mo ago | |
| MR-NIRP-Car V → C transfer | FreqPhys | MAE5.97 | 9 | 2mo ago |
