Benchmarking Implicit Neural Representations and Geometric Rendering for Real-Time RGB-D SLAM

The core message of this work is to establish a comprehensive benchmark framework to evaluate the performance of various combinations of Implicit Neural Representations (INRs) and geometric rendering functions within the context of real-time RGB-D SLAM systems.