A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. - Yibo Yan; Jiamin Su; Jianxiang He; Fangteng Fu; Xu Zheng 002; Yuanhuiyi Lyu; Kun Wang 042; Shen Wang 005; Qingsong Wen; Xuming Hu (CoRR, 2024)

EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. - Jiamin Su; Yibo Yan; Fangteng Fu; Zhang Han; Jingheng Ye; Xiang Liu 001; Jiahao Huo; Huiyu Zhou 005; Xuming Hu (ACL (Findings), 2025)

A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. - Yibo Yan; Jiamin Su; Jianxiang He; Fangteng Fu; Xu Zheng 002; Yuanhuiyi Lyu; Kun Wang 056; Shen Wang 005; Qingsong Wen; Xuming Hu (ACL (Findings), 2025)

EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. - Jiamin Su; Yibo Yan; Fangteng Fu; Han Zhang; Jingheng Ye; Xiang Liu 001; Jiahao Huo; Huiyu Zhou 005; Xuming Hu (CoRR, 2025)

MagicAnime: A Hierarchically Annotated, Multimodal and Multitasking Dataset with Benchmarks for Cartoon Animation Generation. - Shuolin Xu; Bingyuan Wang; Zeyu Cai; Fangteng Fu; Yue Ma; Tongyi Lee; Hongchuan Yu; Zeyu Wang 003 (CoRR, 2025)