| base_model: | |
| - Qwen/Qwen2-VL-7B-Instruct | |
| language: | |
| - en | |
| license: apache-2.0 | |
| metrics: | |
| - accuracy | |
| pipeline_tag: image-text-to-text | |
| library_name: transformers | |
| # DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding | |
| Xinyu Ma, Ziyang Ding, Zhicong Luo, Chi Chen, Zonghao Guo, Derek F. Wong, Xiaoyi Feng, Maosong Sun | |
| ----- | |
| <a href='https://deepperception-kvg.github.io/'><img src='https://img.shields.io/badge/Project-Page-blue'></a> | |
| <a href='https://arxiv.org/abs/2503.12797'><img src='https://img.shields.io/badge/Paper-PDF-Green'></a> | |
| <a href='https://github.com/MaxyLee/DeepPerception'><img src='https://img.shields.io/badge/Github-Page-green'></a> | |
| <a href='https://huggingface.co/datasets/MaxyLee/KVG-Bench'><img src='https://img.shields.io/badge/Benchmark-Huggingface-orange'></a> | |
| <a href='https://huggingface.co/datasets/MaxyLee/KVG'><img src='https://img.shields.io/badge/Dataset-Huggingface-purple'></a> | |
| This is the official repository of **DeepPerception**, an MLLM enhanced with cognitive visual perception capabilities. |