Scatter of true versus NN-reconstructed bulk flow amplitudes of the total survey volume using reconstructions from observations in redshift space (blue) and real space (red) in the validation mocks. The solid lines show the linear regression of true on reconstructed values, with slopes of 1.01 and 0.53 for redshift-space and real-space observations, respectively. For reference, the diagonal is marked with a dotted line.