Well yes, but they also knew stars collapsed, and that something had to happen in that case. Maybe at first they thought fine, everything becomes a white dwarf or a neutron star.
But then after Oppenheimer did the math in 1930 and showed that collapse into a black hole was within the theory of relativity would you still taken the same position?