It received a polarized response from music critics; although some praised its radio appeal and the use of numerous musical styles and instruments paired with Lee's laudable vocal performance, others felt that it was not a worthy comeback song and found it inferior to previous songs by the band. "Call Me When You're Sober" was commercially successful in the US, where it peaked at number ten on the main "Billboard" Hot 100 and number four on the Alternative Songs chart in addition to entering the top ten of several "Billboard" component charts. It was a success elsewhere as well, peaking within the top ten on various charts internationally, including the UK, Australia, Finland and New Zealand. The single was certified platinum by the Recording Industry Association of America (RIAA) and gold by the Australian Recording Industry Association (ARIA).