According to eyewitnesses, the second floor of the building - named Victoria House and located on Elphinstone Road in central Mumbai - collapsed in the afternoon.
However, many people had been evacuated since 11am when a huge crack in the building was noticed.
Some people were still feared to be trapped under the debris even as rescue operations were on. It is yet to be ascertained as to how many people were present inside the building.