# Remote Photoplethysmography (rPPG) on Mobile/ARM Hardware Efficiency Source: [Remote Photoplethysmography (rPPG) on Mobile/ARM Hardware Efficiency]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:32.564Z Evaluation of the inference speed (latency) for Remote Photoplethysmography (rPPG) models when deployed on mobile or ARM hardware, measured by the time required to process a single video frame. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Remote Photoplethysmography (rPPG) | | Dataset (including any stated split) | Mobile/ARM Hardware Efficiency | | Metric | Frame Latency (ms) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 13 of 13 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Frame Latency (ms)](): Lower is better; unit: TIME. - [Memory Usage (MB)](): Lower is better; unit: SIZE. - [FLOPs (G)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Frame Latency (ms) | Result date | Report paper | | --- | --- | --- | --- | | FacePhys | 9.46 | Not recorded | 6937ad266cfd488761a4e97e | | TSCAN | 55.2 | Not recorded | 6937ad266cfd488761a4e97e | | PhysNet | 62.1 | Not recorded | 6937ad266cfd488761a4e97e | | EFFPhys | 371 | Not recorded | 6937ad266cfd488761a4e97e | | Beam AI SDK | 500 | Not recorded | 68fa6d921e209131cea3abbe | | RhyMamba | 889 | Not recorded | 6937ad266cfd488761a4e97e | | PhysFormer | 2330 | Not recorded | 6937ad266cfd488761a4e97e | | POS | 2700 | Not recorded | 68fa6d921e209131cea3abbe | | CHROM | 2800 | Not recorded | 68fa6d921e209131cea3abbe | | ICA | 3100 | Not recorded | 68fa6d921e209131cea3abbe | | EfficientPhys-C | 4000 | Not recorded | 68fa6d921e209131cea3abbe | | TS-CAN | 6000 | Not recorded | 68fa6d921e209131cea3abbe | | EfficientPhys-T1 | 30000 | Not recorded | 68fa6d921e209131cea3abbe | ### FacePhys Frame Latency (ms): 9.46. Result ID: 6998847e5698665ec4e5cb72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (K)":719}. This record does not assert independent reproduction. ### TSCAN Frame Latency (ms): 55.2. Result ID: 6998847e5698665ec4e5cb6e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (K)":533}. This record does not assert independent reproduction. ### PhysNet Frame Latency (ms): 62.1. Result ID: 6998847e5698665ec4e5cb6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (K)":770}. This record does not assert independent reproduction. ### EFFPhys Frame Latency (ms): 371. Result ID: 6998847e5698665ec4e5cb6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (K)":2189}. This record does not assert independent reproduction. ### Beam AI SDK Frame Latency (ms): 500. Result ID: 698faaeb3a6c314849faf14d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Device":"iPhone 13"}. This record does not assert independent reproduction. ### RhyMamba Frame Latency (ms): 889. Result ID: 6998847e5698665ec4e5cb71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (K)":4936}. This record does not assert independent reproduction. ### PhysFormer Frame Latency (ms): 2330. Result ID: 6998847e5698665ec4e5cb70. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (K)":7395}. This record does not assert independent reproduction. ### POS Frame Latency (ms): 2700. Result ID: 698faaeb3a6c314849faf151. [Reporting paper]() Recorded evaluation configuration: {"Device":"ARM CPU"}. This record does not assert independent reproduction. ### CHROM Frame Latency (ms): 2800. Result ID: 698faaeb3a6c314849faf152. [Reporting paper]() Recorded evaluation configuration: {"Device":"ARM CPU"}. This record does not assert independent reproduction. ### ICA Frame Latency (ms): 3100. Result ID: 698faaeb3a6c314849faf153. [Reporting paper]() Recorded evaluation configuration: {"Device":"ARM CPU"}. This record does not assert independent reproduction. ### EfficientPhys-C Frame Latency (ms): 4000. Result ID: 698faaeb3a6c314849faf150. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Device":"ARM CPU"}. This record does not assert independent reproduction. ### TS-CAN Frame Latency (ms): 6000. Result ID: 698faaeb3a6c314849faf14f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Device":"ARM CPU"}. This record does not assert independent reproduction. ### EfficientPhys-T1 Frame Latency (ms): 30000. Result ID: 698faaeb3a6c314849faf14e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Device":"ARM CPU"}. This record does not assert independent reproduction. Page 1 of 1. 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