MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

2 February 2025

Papers citing "MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models"

6 / 6 papers shown

Title
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Haoyuan Sun Jiaqi Wu Bo Xia Yifu Luo Yifei Zhao Kai Qin Xufei Lv Tiantian Zhang Yongzhe Chang Xueqian Wang OffRL LRM 113 0 0 24 May 2025
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images? Maoyuan Ye Jing Zhang Juhua Liu Bo Du Dacheng Tao LRM 89 0 0 18 May 2025
IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests Tan-Hanh Pham Phu-Vinh Nguyen Dang The Hung Bui Trong Duong Vu Nguyen Thanh Chris Ngo Tri Quang Truong Truong-Son Hy ReLM CoGe VLM LRM 49 0 0 17 May 2025
Human-Aligned Bench: Fine-Grained Assessment of Reasoning Ability in MLLMs vs. Humans Yansheng Qiu Li Xiao Zhaopan Xu Pengfei Zhou Zheng Wang Kai Zhang ELM LRM 60 0 0 16 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Guanghao Zhou Panjia Qiu Chong Chen Jiadong Wang Zheming Yang Jian Xu Minghui Qiu OffRL LRM 84 4 0 30 Apr 2025
Mind with Eyes: from Language Reasoning to Multimodal Reasoning Zhiyu Lin Yifei Gao Xian Zhao Yunfan Yang Jitao Sang LRM 87 5 0 23 Mar 2025