| language: | |
| - en | |
| license: apache-2.0 | |
| size_categories: | |
| - 1K<n<10K | |
| task_categories: | |
| - image-text-to-text | |
| pretty_name: KVG-Bench | |
| # 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/thunlp/DeepPerception/tree/main/DeepPerception/KVG_Bench'><img src='https://img.shields.io/badge/Github-Page-green'></a> | |
| <a href='https://huggingface.co/MaxyLee/DeepPerception'><img src='https://img.shields.io/badge/Model-Huggingface-yellow'></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 **KVG-Bench**, a comprehensive benchmark of Knowledge-intensive Visual Grounding (KVG) spanning 10 categories with 1.3K manually curated test cases. |