InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model. - Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Ziyu Liu; Shengyuan Ding; Shenxi Wu; Yubo Ma; Haodong Duan; Wenwei Zhang; Kai Chen 026; Dahua Lin; et al. (ACL (Findings), 2025)

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference. - Xiangyu Zhao; Shengyuan Ding; Zicheng Zhang; Haian Huang; Maosongcao Maosongcao; Jiaqi Wang 003; Weiyun Wang; Xinyu Fang; Wenhai Wang; Guangtao Zhai; Hua Yang 001; Haodong Duan; et al. (ACL (1), 2025)

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference. - Xiangyu Zhao; Shengyuan Ding; Zicheng Zhang; Haian Huang; Maosong Cao; Weiyun Wang; Jiaqi Wang 003; Xinyu Fang; Wenhai Wang; Guangtao Zhai; Haodong Duan; Hua Yang 001; et al. (CoRR, 2025)

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM. - Xinyu Fang; Zhijian Chen; Kai Lan; Lixin Ma; Shengyuan Ding; Yingji Liang; Xiangyu Zhao; Farong Wen; Zicheng Zhang; Guofeng Zhang 001; Haodong Duan; Kai Chen 026; et al. (CoRR, 2025)

MM-IFEngine: Towards Multimodal Instruction Following. - Shengyuan Ding; Shenxi Wu; Xiangyu Zhao; Yuhang Zang; Haodong Duan; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems. - Xiaozhe Li; Jixuan Chen; Xinyu Fang; Shengyuan Ding; Haodong Duan; Qingwen Liu 001; Kai Chen 026 (CoRR, 2025)