This document provides complementary results and further details to enrich the analysis and discussion provided in the main manuscript.Further statistics and details regarding the collected real videos and the generated synthetic sequences are given too. Additionally, qualitative video results are demonstrated on the paper's GitHub repository at https://github.com/A-Kerim/SyntheticData4VideoStabilization WACV 2024.