| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PURE | PHASE-Net | MAE0.14 | 132 | 4d ago | |
| BUAA | FreqPhys | MAE1.13 | 98 | 5d ago | |
| MMPD | MAE3.16 | 67 | 4d ago | ||
| UBFC-rPPG | PHASE-Net | MAE (BPM)0.15 | 59 | 5d ago | |
| UBFC-rPPG (test) | DRNet | MAE0.42 | 44 | 24d ago | |
| UBFC | FacePhys | MAE0.43 | 40 | 1mo ago | |
| MMSE-HR | ContrastPhys-100 | MAE (BPM)1.11 | 30 | 5d ago | |
| DaLiA | Temp-ResNet | MAE4.4 | 25 | 1mo ago | |
| WildPPG | Temp-ResNet | MAE (BPM)8.37 | 25 | 1mo ago | |
| MMPD (test) | PhysLLM | MAE9.95 | 24 | 1mo ago | |
| PURE (test) | MVRD-rPPG | MAE0.77 | 20 | 24d ago | |
| AFRL All Tasks | Hyb.-CAN | MAE1.12 | 17 | 1mo ago | |
| PPGDalia (Average) | KID-PPG | MAE2.85 | 14 | 1mo ago | |
| V4V | VDMoE | MAE4.01 | 13 | 19d ago | |
| MCDD | VDMoE | MAE10.32 | 13 | 19d ago | |
| VitalVideo | FacePhys | MAE0.77 | 12 | 1mo ago | |
| VIPL-HR (5-fold cross-validation) | NEST | SD7.49 | 12 | 1mo ago | |
| MR-NIRP Car | FreqPhys | MAE5.75 | 11 | 17d ago | |
| PICU (test) | Ours (Final) | MAE3.2 | 11 | 1mo ago | |
| COHFACE | KDPhys | MAE2.93 | 10 | 1mo ago | |
| MR-NIRP-Car Average Cross-domain | FreqPhys | MAE6.37 | 9 | 17d ago | |
| MR-NIRP-Car V → C transfer | FreqPhys | MAE5.97 | 9 | 17d ago | |
| MR-NIRP-Car M → C transfer | FreqPhys | MAE6.46 | 9 | 17d ago | |
| MR-NIRP-Car U → C transfer | FreqPhys | MAE6.69 | 9 | 17d ago | |
| PPG-DaLiA 1.0 (Session-wise) | Residual FCN | Session 1 Error (BPM)4.85 | 9 | 1mo ago |
