Medical waveform analysis on UBFC-rPPG
Metric: Pearson Correlation (higher is better)
Metric: Pearson Correlation (higher is better)
| # | Model↕ | Pearson Correlation▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DRNet | 0.998 | Yes | DRNet: Decomposition and Reconstruction Network ... | 2022-06-12 | Code |
| 2 | Beam AI SDK | 0.99 | No | Real-Time Monitoring of User Stress, Heart Rate ... | 2022-10-04 | - |
| 3 | EfficientPhys-C | 0.99 | No | EfficientPhys: Enabling Simple, Fast and Accurat... | 2021-10-09 | - |
| 4 | EfficientPhys-T1 | 0.96 | No | EfficientPhys: Enabling Simple, Fast and Accurat... | 2021-10-09 | - |
| 5 | CHROM | 0.93 | No | - | - | - |
| 6 | RF-BayesPhysNet | 0.86 | No | RF-BayesPhysNet: A Bayesian rPPG Uncertainty Est... | 2025-04-04 | Code |
| 7 | ICA | 0.82 | No | - | - | - |