The figure below shows some views from the cluttered desk area belonging to the ‘Apartment’ scene presented in the EyeFul Tower Dataset. We notice a clear visual improvement in the reconstruction fidelity when we use NeRF supervision to train a Scaffold-GS instance.
Figure: Improvement on Scaffold-GS using NeRF supervision