| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| UBFC | FacePhys | MAE0.43 | 40 | 4d ago | |
| UBFC-rPPG (test) | DRNet | MAE0.42 | 38 | 4d ago | |
| PURE | RhythmMamba | MAE0.23 | 33 | 4d ago | |
| DaLiA | Temp-ResNet | MAE4.4 | 25 | 4d ago | |
| WildPPG | Temp-ResNet | MAE (BPM)8.37 | 25 | 4d ago | |
| MMSE-HR | Hyb.-CAN | MAE (BPM)2.55 | 17 | 4d ago | |
| AFRL All Tasks | Hyb.-CAN | MAE1.12 | 17 | 4d ago | |
| PURE (test) | KDPhys | MAE1.61 | 14 | 4d ago | |
| PPGDalia (Average) | KID-PPG | MAE2.85 | 14 | 4d ago | |
| VitalVideo | FacePhys | MAE0.77 | 12 | 4d ago | |
| VIPL-HR (5-fold cross-validation) | NEST | SD7.49 | 12 | 4d ago | |
| PICU (test) | Ours (Final) | MAE3.2 | 11 | 4d ago | |
| COHFACE | KDPhys | MAE2.93 | 10 | 4d ago | |
| PPG-DaLiA 1.0 (Session-wise) | Residual FCN | Session 1 Error (BPM)4.85 | 9 | 4d ago | |
| Raspberry Pi 4B | EfficientPhys-C | Preprocessing Latency (ms)0 | 8 | 4d ago | |
| UBFC-rPPG v1 (test) | DRNet(Ours) | MAE (BPM)0.65 | 8 | 4d ago | |
| MMSE (test) | EfficientPhys-T1 | MAE3.04 | 7 | 4d ago | |
| MMSE-HR (experimental setting) | Beam AI SDK | MAE1.72 | 7 | 4d ago | |
| UBFC (test) | MAE0.74 | 6 | 4d ago | ||
| SPC12 | 1D ResNet | MAE (BPM)11.25 | 5 | 4d ago | |
| BIDMC (test) | MAE4.41 | 1 | 4d ago |
