• ParallaxNet does not require any data preprocessing. ParallaxNet can be applied on the raw sinograms, but DLSR needs the manually created masks for each phase and background subtraction on the sinograms in order to use a simple background model. • We have demonstrated that the conventional method of employing a 0-360 °scan with FBP to eliminate parallax artefacts and obtain precise lattice parameter values can be precarious. For instance, the FBP reconstruction of the Cu peaks in the 0-360 °scan revealed peaks that cannot be modeled using a single peak shape model (such as Gaussian or pseudo-Voigt). This could potentially result in wrong lattice parameter values and misinterpretation of the data, especially if lattice parameter values with high precision are required to be extracted from the data.