Title
MM-OPERA: Benchmarking Open-ended Association Reasoning for Large Vision-Language Models Zimeng Huang Jinxin Ke Xiaoxuan Fan Yufeng Yang Yang Liu ... Junteng Dai Haoyi Jiang Y. Zhou Keze Wang Z. Chen LRM VLM 267 0 0 30 Oct 2025
Analyze-Prompt-Reason: A Collaborative Agent-Based Framework for Multi-Image Vision-Language Reasoning Angelos Vlachos Giorgos Filandrianos Maria Lymperaiou Nikolaos Spanos Ilias Mitsouras Vasileios Karampinis Athanasios Voulodimos LRM 100 0 0 01 Aug 2025
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning Yizhen Zhang Yang Ding Shuoshuo Zhang Xinchen Zhang Haoling Li ... Jie Wu Lei Ji Haoran Pan Y. Yang Yeyun Gong OffRL VLM LRM 149 4 0 17 Jun 2025
Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark Ziming Cheng Binrui Xu Lisheng Gong Zuhe Song Tianshuo Zhou ... Wei Chen Zhiyuan Huang Mingjie Zhan Xiaojie Wang Fangxiang Feng VLM LRM 128 8 0 04 Jun 2025
Gemma 3 Technical Report Gemma Team Aishwarya B Kamath Johan Ferret Shreya Pathak Nino Vieillard ... Harshal Tushar Lehri Hussein Hazimeh Ian Ballantyne Idan Szpektor Ivan Nardini VLM 461 684 0 25 Mar 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Xinyu Tian Shu Zou Zhaoyuan Yang Jing Zhang 248 9 0 18 Mar 2025
BIG-Bench Extra HardAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 483 48 0 26 Feb 2025
Natural Language Generation from Visual Events: State-of-the-Art and Key Open Questions Aditya K Surikuchi Raquel Fernández Sandro Pezzelle EGVM 986 0 0 18 Feb 2025
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart ProblemsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Zifeng Zhu Mengzhao Jia Zizhuo Zhang Lang Li Meng Jiang LRM 301 17 0 18 Oct 2024
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Peng Xia Siwei Han Shi Qiu Yiyang Zhou Zhaoyang Wang ... Chenhang Cui Mingyu Ding Linjie Li Lijuan Wang Huaxiu Yao 251 28 0 14 Oct 2024
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban ScenariosAAAI Conference on Artificial Intelligence (AAAI), 2024 Baichuan Zhou Haote Yang Dairong Chen Junyan Ye Tianyi Bai Jinhua Yu Songyang Zhang Dahua Lin Conghui He Weijia Li VLM 262 24 0 30 Aug 2024
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal SamplingInternational Conference on Learning Representations (ICLR), 2024 Hritik Bansal Arian Hosseini Rishabh Agarwal Vinh Q. Tran Mehran Kazemi SyDa OffRL LRM 213 62 0 29 Aug 2024
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Feng Li Renrui Zhang Hao Zhang Yuanhan Zhang Bo Li Wei Li Zejun Ma Chunyuan Li MLLM VLM 299 409 0 10 Jul 2024