Agents: An Open-source Framework for Autonomous Language Agents. - Wangchunshu Zhou; Yuchen Eleanor Jiang; Long Li; Jialong Wu 007; Tiannan Wang; Shi Qiu 016; Jintian Zhang; Jing Chen; Ruipu Wu; Shuai Wang; Shiding Zhu; Jiyu Chen; et al. (CoRR, 2023)

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models. - Peng Xia 005; Siwei Han; Shi Qiu 016; Yiyang Zhou; Zhaoyang Wang 004; Wenhao Zheng; Zhaorun Chen; Chenhang Cui; Mingyu Ding; Linjie Li; Lijuan Wang; Huaxiu Yao (ICLR, 2025)

MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation. - Haibo Tong; Zhaoyang Wang 004; Zhaorun Chen; Haonian Ji; Shi Qiu 016; Siwei Han; Kexin Geng; Zhongkai Xue; Yiyang Zhou; Peng Xia 005; Mingyu Ding; Rafael Rafailov; et al. (CoRR, 2025)

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines. - M.-A-P. Team; Xinrun Du; Yifan Yao; Kaijing Ma; Bingli Wang; Tianyu Zheng; Kang Zhu; Minghao Liu; Yiming Liang; Xiaolong Jin; Zhenlin Wei; Chujie Zheng; et al. (CoRR, 2025)

PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models. - Shi Qiu 016; Shaoyang Guo; Zhuo-Yang Song; Yunbo Sun; Zeyu Cai; Jiashen Wei; Tianyu Luo; Yixuan Yin 003; Haoxu Zhang; Yi Hu; Chenyang Wang; Chencheng Tang; et al. (CoRR, 2025)

From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization. - Haonian Ji; Shi Qiu 016; Siyang Xin; Siwei Han; Zhaorun Chen; Dake Zhang; Hongyi Wang; Huaxiu Yao (CoRR, 2025)

GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? - Yiyang Zhou; Linjie Li; Shi Qiu 016; Zhengyuan Yang; Yuyang Zhao; Siwei Han; Yangfan He; Kangqi Li; Haonian Ji; Zihao Zhao; Haibo Tong; Lijuan Wang; et al. (CoRR, 2025)