Difference between true merger time and predicted merger time (error) as the normalised true merger time changes for ResNet50 (dark blue downward pointing triangle), Swin (red upward pointing triangle), CNN (green left pointing triangle), and autoencoder (purple right pointing triangle). Mean and median errors are shown in panels a and b, respectively. The vertical yellow line indicates when the true merger time is 0 Myr.