Towards Pixel-Level VLM Perception via Simple Points Prediction

Tianhui Song, Haoyu Lu, Hao Yang +8

We present SimpleSeg, a strikingly simple yet highly effective approach to endow Multimodal Large Language Models (MLLMs) with native pixel-level perception. Our method reframes se…