WanJuan-CC: A Safe and High-Quality Open-sourced English Webtext Dataset. - Jiantao Qiu; Haijun Lv; Zhenjiang Jin; Rui Wang 119; Wenchang Ning; Jia Yu; ChaoBin Zhang; Zhenxiang Li; Pei Chu; Yuan Qu; Jin Shi; Lindong Lu; et al. (CoRR, 2024)

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text. - Qingyun Li; Zhe Chen 017; Weiyun Wang; Wenhai Wang; Shenglong Ye; Zhenjiang Jin; Guanzhou Chen 004; Yinan He; Zhangwei Gao; Erfei Cui; Jiashuo Yu; Hao Tian 006; et al. (CoRR, 2024)

GRUtopia: Dream General Robots in a City at Scale. - Hanqing Wang; Jiahe Chen; Wensi Huang; Qingwei Ben; Tai Wang; Boyu Mi; Tao Huang; Siheng Zhao; Yilun Chen; Sizhe Yang; Peizhou Cao; Wenye Yu; et al. (CoRR, 2024)

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling. - Zhe Chen 017; Weiyun Wang; Yue Cao; Yangzhou Liu; Zhangwei Gao; Erfei Cui; Jinguo Zhu; Shenglong Ye; Hao Tian 006; Zhaoyang Liu 001; Lixin Gu; Xuehui Wang; et al. (CoRR, 2024)

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions. - Pan Zhang 001; Xiaoyi Dong; Yuhang Cao; Yuhang Zang; Rui Qian 001; Xilin Wei; Lin Chen 026; Yifei Li; Junbo Niu; Shuangrui Ding; Qipeng Guo; Haodong Duan; et al. (CoRR, 2024)

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations. - Linke Ouyang; Yuan Qu; Hongbin Zhou; Jiawei Zhu; Rui Zhang; Qunshu Lin; Bin Wang 065; Zhiyuan Zhao; Man Jiang; Xiaomeng Zhao 002; Jin Shi; Fan Wu; et al. (CVPR, 2025)

WanJuanSiLu: A High-Quality Open-Source Webtext Dataset for Low-Resource Languages. - Jia Yu; Fei Yuan 006; Rui Min; Jing Yu; Pei Chu; Jiayang Li; Wei Li 044; Ruijie Zhang; Zhenxiang Li; Zhifei Ren; Dong Zheng; Wenjian Zhang; et al. (CoRR, 2025)

NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. - Bo Zhang 069; Shiyang Feng; Xiangchao Yan; Jiakang Yuan; Zhiyin Yu; Xiaohan He; Songtao Huang; Shaowei Hou; Zheng Nie; Zhilong Wang; Jinyao Liu; Runmin Ma; et al. (CoRR, 2025)

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos. - Jiashuo Yu; Yue Wu 013; Meng Chu; Zhifei Ren; Zizheng Huang; Pei Chu; Ruijie Zhang; Yinan He; Qirui Li; Songze Li; Zhenxiang Li; Zhongying Tu; et al. (CoRR, 2025)