Ablation study of source removal and rotation augmentation for the large and bright source component training datasets of increasing size. Round (squared) markers show performance on the full validation (partial training) dataset. Data points and their error bars are the mean and standard deviation of three training runs with different random seeds and otherwise equal setup. The horizontal scatter of the data points around each x-axis tick mark is artificially created to prevent overlap.