Remote Photoplethysmography (rPPG) on Mobile/ARM Hardware Efficiency
9.46Frame Latency (ms)FacePhys
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FacePhysParams (K)=7192025.12 | 9.46 | 3.6 | 0.15 | |
| TSCANParams (K)=5332025.12 | 55.2 | 228 | 8.07 | |
| PhysNetParams (K)=7702025.12 | 62.1 | 230 | 6.16 | |
| EFFPhysParams (K)=21892025.12 | 371 | 609 | 39 | |
| Beam AI SDKDevice=iPhone 132022.10 | 500 | — | — | |
| RhyMambaParams (K)=49362025.12 | 889 | 347 | 27.4 | |
| PhysFormerParams (K)=73952025.12 | 2,330 | 576 | 95.7 | |
| POSDevice=ARM CPU2022.10 | 2,700 | — | — | |
| CHROMDevice=ARM CPU2022.10 | 2,800 | — | — | |
| ICADevice=ARM CPU2022.10 | 3,100 | — | — | |
| EfficientPhys-CDevice=ARM CPU2022.10 | 4,000 | — | — | |
| TS-CANDevice=ARM CPU2022.10 | 6,000 | — | — | |
| EfficientPhys-T1Device=ARM CPU2022.10 | 30,000 | — | — |