Heart Rate Estimation on VIPL-HR (5-fold cross-validation)
7.49SDNEST
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NESTProtocol=5-fold cross-validation2023.03 | 7.49 | 4.76 | 7.51 | 0.84 | |
| Dual-GANProtocol=5-fold cross-validation2023.03 | 7.63 | 4.93 | 7.68 | 0.81 | |
| PhysformerProtocol=5-fold cross-validation2023.03 | 7.74 | 4.97 | 7.79 | 0.78 | |
| BVPNetProtocol=5-fold cross-validation2023.03 | 7.75 | 5.34 | 7.85 | 0.7 | |
| CVDProtocol=5-fold cross-validation2023.03 | 7.92 | 5.02 | 7.97 | 0.79 | |
| BaselineProtocol=5-fold cross-validation2023.03 | 8.04 | 5.21 | 8.07 | 0.77 | |
| RhythmNetProtocol=5-fold cross-validation2023.03 | 8.11 | 5.3 | 8.14 | 0.76 | |
| DeepPhyProtocol=5-fold cross-validation2023.03 | 13.6 | 11 | 13.8 | 0.11 | |
| CHROMProtocol=5-fold cross-validation2023.03 | 15.1 | 11.4 | 16.9 | 0.28 | |
| POSProtocol=5-fold cross-validation2023.03 | 15.3 | 11.5 | 17.2 | 0.3 | |
| I3DProtocol=5-fold cross-validation2023.03 | 15.9 | 12 | 15.9 | 0.07 | |
| SAMCProtocol=5-fold cross-validation2023.03 | 18 | 15.9 | 21 | 0.11 |