Remote Photoplethysmography Inference Efficiency on NVIDIA RTX 4090 (10-second test)
63.74Throughput (kSamples/s)PhysFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PhysFlowParams (M)=3.86, Flops (G)=27.752026.06 | 63.74 | 13.63 | 614 | |
| PhysDiffParams (M)=2.64, Flops (G)=22.462026.06 | 60.23 | 16.6 | 1,246 | |
| PHASE-NetParams (M)=3.31, Flops (G)=72.652026.06 | 56.19 | 26.41 | 2,131 | |
| PhysFormer++Params (M)=7.38, Flops (G)=47.442026.06 | 50.79 | 19.69 | 6,480 | |
| EfficientPhysParams (M)=1.91, Flops (G)=56.062026.06 | 41.36 | 24.18 | 7,814 | |
| DeepPhysParams (M)=1.98, Flops (G)=111.672026.06 | 28.89 | 34.61 | 10,638 | |
| RhythmMambaParams (M)=2.00, Flops (G)=12.412026.06 | 27.16 | 36.82 | 2,450 | |
| TS-CANParams (M)=3.91, Flops (G)=110.152026.06 | 26.23 | 38.13 | 11,834 | |
| ND-DeeprPPGParams (M)=6.05, Flops (G)=320.082026.06 | 22.45 | 43.36 | 14,327 | |
| RhythmFormerParams (M)=3.33, Flops (G)=76.992026.06 | 11.1 | 14.41 | 726 |