Can Vision-Language Models Reason about AI Edits in Images?
This work investigates whether VLMs can be trained to reason about AI-generated image edits using reinforcement learning (RL) rather than explicit reasoning supervision, and introduces effective intersection over union (eff-IoU), a unified metric to jointly evaluate detection and localization.