Electrocardiography (ECG) on UBFC-rPPG
Metric: RMSE (lower is better)
Metric: RMSE (lower is better)
| # | Model↕ | RMSE▲ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DRNet | 0.64 | Yes | DRNet: Decomposition and Reconstruction Network ... | 2022-06-12 | Code |
| 2 | EfficientPhys-C | 1.81 | No | EfficientPhys: Enabling Simple, Fast and Accurat... | 2021-10-09 | - |
| 3 | Beam AI SDK | 1.98 | No | Real-Time Monitoring of User Stress, Heart Rate ... | 2022-10-04 | - |
| 4 | TS-CAN | 2.72 | No | Multi-Task Temporal Shift Attention Networks for... | 2020-06-06 | Code |
| 5 | EfficientPhys-T1 | 4.91 | No | EfficientPhys: Enabling Simple, Fast and Accurat... | 2021-10-09 | - |
| 6 | RF-BayesPhysNet | 6.6 | No | RF-BayesPhysNet: A Bayesian rPPG Uncertainty Est... | 2025-04-04 | Code |
| 7 | CHROM | 6.84 | No | - | - | - |
| 8 | ICA | 11.6 | No | - | - | - |