这一比较数据点很有价值，表明PICO在移动设备上的性能超过了在高端V100 GPU上运行的其他顶级ML编码器。这突显了PICO的工程优化水平，但需要确认测试条件是否完全对等，以确保比较的公平性。

这些具体的编码和解码时间数据表明PICO在实际设备上的运行速度非常快，230ms编码和150ms解码的时间对于移动设备处理12MP图像来说非常高效。这一数据点与大多数需要高端GPU运行的ML编码器形成鲜明对比，增强了其实用性。

Monod, Mélodie, Alexandra Blenkinsop, Xiaoyue Xi, Daniel Hebert, Sivan Bershan, Simon Tietze, Marc Baguelin, et al. ‘Age Groups That Sustain Resurging COVID-19 Epidemics in the United States’. Science 371, no. 6536 (26 March 2021). https://doi.org/10.1126/science.abe8372.

Varsavsky, Thomas, Mark S. Graham, Liane S. Canas, Sajaysurya Ganesh, Joan Capdevila Pujol, Carole H. Sudre, Benjamin Murray, et al. ‘Detecting COVID-19 Infection Hotspots in England Using Large-Scale Self-Reported Data from a Mobile Application: A Prospective, Observational Study’. The Lancet Public Health 6, no. 1 (1 January 2021): e21–29. https://doi.org/10.1016/S2468-2667(20)30269-3.

Julienne, H., Lavin, C., Belton, C., Barjakova, M., Timmons, S., & Lunn, P. D. (2020, December 3). Behavioural pre-testing of COVID Tracker, Ireland’s contact-tracing app. https://doi.org/10.31234/osf.io/9cguq

Charoenwong, B., Kwan, A., & Pursiainen, V. (2020). Social connections with COVID-19–affected areas increase compliance with mobility restrictions. Science Advances, 6(47), eabc3054. https://doi.org/10.1126/sciadv.abc3054

Barrios, J. M., Benmelech, E., Hochberg, Y. V., Sapienza, P., & Zingales, L. (2020). Civic Capital and Social Distancing during the Covid-19 Pandemic (Working Paper No. 27320; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27320

MyData vs. COVID-19 calls (2020, June 5) - https://www.youtube.com/playlist?list=PLbpRS19STpXSWs4kTiVEx2KN5CZh6yCYI

Jeffrey, B., Walters, C. E., Ainslie, K. E. C., Eales, O., Ciavarella, C., Bhatia, S., Hayes, S., Baguelin, M., Boonyasiri, A., Brazeau, N. F., Cuomo-Dannenburg, G., FitzJohn, R. G., Gaythorpe, K., Green, W., Imai, N., Mellan, T. A., Mishra, S., Nouvellet, P., Unwin, H. J. T., … Riley, S. (2020). Anonymised and aggregated crowd level mobility data from mobile phones suggests that initial compliance with COVID-19 social distancing interventions was high and geographically consistent across the UK. Wellcome Open Research, 5, 170. https://doi.org/10.12688/wellcomeopenres.15997.1

Vilella, S., Paolotti, D., Ruffo, G. et al. News and the city: understanding online press consumption patterns through mobile data. EPJ Data Sci. 9, 10 (2020). https://doi.org/10.1140/epjds/s13688-020-00228-9

Vocalis Health. (n.d.). Retrieved April 23, 2020, from https://vocalishealth.com/