Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images

Krishnakant Singh, Thanush Navaratnam, Jannik Holmer +2

A long-standing challenge in developing machine learning approaches has been the lack of high-quality labeled data. Recently, models trained with purely synthetic data, here termed…