Comparison of the HMI deconvolution pipeline and CNN-based modelled deconvolution. Top to bottom: Intensity, zonal magnetic field, azimuthal magnetic field, and radial magnetic field. Left to right: SDO/HMI observations of active region AR 12797 at 12:00 UT on 23 January 2021, CNN-deconvolved results, HMI_dconS-deconvolved results, and the difference between the CNN and HMI_dconS deconvolution results. The colour scales are the same for the first three panels within each row, while the right-most panel in each row has a distinct colour scale.