At this stage, while ParallaxNet presents a promising approach to XRD-CT image reconstruction with parallax artefact, it is not without its limitations. A significant constraint is the extended computational time required for large datasets. For instance, the Li-ion dataset, with sinogram dimensions of 521 x 500 x 540, demanded a staggering 90 hours of computational time.