# MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/mars2-2025-challenge-on-multimodal-reasoning-datasets-methods-results-discussion/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Peng Xu,Shengwu Xiong,Jiajun Zhang,Yaxiong Chen,Bowen Zhou,Chen Change Loy,David A. Clifton,Kyoung Mu Lee,Luc Van Gool,Ruiming He,Ruilin Yao,Xinwei Long,Jirui Huang,Kai Tian,Sa Yangbcd,Yihua Shao,Jin Feng,Yue Zhong,Jiakai Zhou,Cheng Tang,Tianyu Zou,Yifang Zhang,Junming Liang,Guo‐You Li,Zhaoxiang Wang,Qiang Zhou,Yichen Zhao,Shili Xiong,Hyeongjin Nam,Jaerin Lee,Jaeyoung Chung,JoonKyu Park,Junghun Oh,Kanggeon Lee,Wooseok Lee,Juneyoung Ro,Turghun Osman,Can Hu,Chaoyang Liao,Cheng Chen,Chengcheng Han,Chenhao Qiu,Chong Peng,Cong Xu,Dailin Lid,Feiyu Wang,Feng Gao,Guibo Zhu,Guopeng Tang,Haibo Lu,Han Fang,Han Qi,Hanxiao Wu,Haobo Cheng,Hongbo Sun,Hongyao Chen,Huayong Hu,Hui Lid,Jiaheng Mad,Jiang Yu,Jianing Wang,Jie Yang,Jing He,Jinglin Zhou,Jingxuan Lid,Josef Kittler,Lihao Zheng,Linnan Zhao,Mengxi Jia,Muyang Yan,Nguyen Thanh Thien,Pu Luo,Qi Lid,Shien Song,Shijie Dong,Shuai Shao,Shutao Lid,Taofeng Xue,Tianyang Xu,Tianyi Gao,Tingting Lid,Wei Zhang,Weiyang Su,Xiaodong Dong,Xiao-Jun Wu,Xiaopeng Zhou,Xin Chen,Xin Wei,Xinyi You,Xudong Kang,Xujie Zhou,Xusheng Liu,Yanan Wang,Yanbin Huang,Yang Liu,Yang Yang,Yanglin Deng,Yashu Kang,Ye Yuan,Yi Wen |
| Citations | 1 |
| DOI | 10.1109/iccvw69036.2025.00681 |
| Fields | Computer Science |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W7131087846 |
| Type | conference-paper |
| Year | 2025 |

## Paper authors

- [Zihan Zhai](https://scholariq.org/researchers/zihan-zhai/)

## Paper primary topic

- [Multimodal Machine Learning Applications](https://scholariq.org/topics/multimodal-machine-learning-applications/)

## Paper topics

- [Multimodal Machine Learning Applications](https://scholariq.org/topics/multimodal-machine-learning-applications/)
- [Speech and dialogue systems](https://scholariq.org/topics/speech-and-dialogue-systems/)
- [Topic Modeling](https://scholariq.org/topics/topic-modeling/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.