Why Does RL Generalize Better Than SFT? A Data-Centric Perspective on VLM Post-Training

Aojun Lu, Tao Feng, Hangjie Yuan +2

The adaptation of large-scale Vision-Language Models (VLMs) through post-training reveals a pronounced generalization gap: models fine-tuned with Reinforcement Learning (RL) consis…