On state TV on Wednesday a ruling Socialist Party official in Merida announced the death toll had risen and said authorities were working to restore telephone service in some areas, Al-Jazeera reported.
State governor Ramon Guevara said earlier that more than 1,200 houses had been destroyed and 17 people remained missing as rescue workers search the wreckage.
Images shared on social media showed cars being swept down streets, buildings and businesses filled with mud, and mudslides that left boulders strewn across roads.
Several towns in the affected area including Tovar, Bailadores, Zea and Santa Cruz de Mora are without electricity as floodwaters damaged transformers, Guevara said.
Interior Minister Remigio Ceballos told state TV on Wednesday that at least 54,543 people in 87 municipalities had been affected in addition to damaged roads and bridges. He said the states that remain in a state of emergency were Merida, Tachira, Zulia, Apure, Amazonas, Bolivar, Delta Amacuro, Monagas and Aragua.
So far 80 firefighters and 60 Civil Protection officials from Merida have been deployed for emergency operations in addition to members of the armed forces stationed in the area.
ZZ/PR