The landslide occurred at around 6 a.m. (2200 GMT) on Sunday morning in a mountainous area near Leshan city in the south of the province, Reuters reported.
More than 180 rescue workers have been dispatched to the site, with search and rescue operations still ongoing, CCTV said.
Leshan city was hit by heavy rain over the two days before the incident, weather tracking data indicated.