GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning

30 May 2021

Xiaodan Liang

Papers citing "GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning"

28 / 28 papers shown

Title
Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency Zhikai Wang Jiashuo Sun W. Zhang Zhiqiang Hu Xin Li F. Wang Deli Zhao VLM LRM 75 0 0 24 Apr 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 62 0 0 20 Apr 2025
GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning Liangyu Xu Yingxiu Zhao J. Wang Yingyao Wang Bu Pi ... Jihao Gu X. Li Xiaoyong Zhu Jun Song Bo Zheng LRM 153 1 0 17 Apr 2025
GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions Jo-Ku Cheng Zeren Zhang Ran Chen Jingyang Deng Ziran Qin Jinwen Ma 38 0 0 14 Apr 2025
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Yiming Jia J. Li Xiang Yue Bo Li Ping Nie Kai Zou Wenhu Chen LRM 79 2 0 13 Mar 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models Wenxuan Huang Bohan Jia Zijie Zhai Shaosheng Cao Zheyu Ye Fei Zhao Zhe Xu Yao Hu Shaohui Lin MU OffRL LRM MLLM ReLM VLM 57 40 0 09 Mar 2025
Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models? Kun Xiang Zhili Liu Zihao Jiang Yunshuang Nie Kaixin Cai ... Yu-Jie Yuan J. Han Lanqing Hong Hang Xu Xiaodan Liang ReLM LRM 62 6 0 08 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 82 3 0 26 Feb 2025
Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering Nick Ferguson Liane Guillou A. Bundy Kwabena Nuamah LRM ELM 68 1 0 17 Feb 2025
Advanced Weakly-Supervised Formula Exploration for Neuro-Symbolic Mathematical Reasoning Yuxuan Wu Hideki Nakayama NAI 53 0 0 02 Feb 2025
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models Xin Xu Qiyun Xu Tong Xiao Tianhao Chen Yuchen Yan Jiaxin Zhang Shizhe Diao Can Yang Yang Wang ELM LRM AI4CE 102 2 0 01 Feb 2025
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images Sami Baral L. Lucy Ryan Knight Alice Ng Luca Soldaini Neil T. Heffernan Kyle Lo 46 3 0 28 Jan 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Yiyao Yu Xinzhe Ni Zicheng Lin Jin Zeng Yujiu Yang LRM 70 13 0 08 Jan 2025
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Renqiu Xia M. Li Hancheng Ye Wenjie Wu Hongbin Zhou ... Conghui He Botian Shi Tao Chen Junchi Yan Bo Zhang 91 7 0 16 Dec 2024
Chimera: Improving Generalist Model with Domain-Specific Experts Tianshuo Peng M. Li Hongbin Zhou Renqiu Xia Renrui Zhang ... Aojun Zhou Botian Shi Tao Chen Bo Zhang Xiangyu Yue 88 4 0 08 Dec 2024
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models Aditya Sharma Aman Dalmia Mehran Kazemi Amal Zouaq Christopher J. Pal LRM 28 0 0 17 Oct 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 45 13 0 12 Jul 2024
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process Tong Xiao Jia-Yin Liu Zhenya Huang Jinze Wu Jing Sha Shijin Wang Enhong Chen AI4CE 36 3 0 10 May 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 63 33 0 29 Mar 2024
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max W.F. Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 32 117 0 21 May 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment Jianheng Tang Kangfei Zhao Jia Li 32 26 0 11 May 2023
Structure Diagram Recognition in Financial Announcements Meixuan Qiao Jun Wang Junfu Xiang Qiyu Hou Ruixuan Li 27 1 0 26 Apr 2023
From Robots to Books: An Introduction to Smart Applications of AI in Education (AIEd) Shubham Ojha Aditya Narendra Siddharth Mohapatra Ipsit Misra 6 11 0 11 Jan 2023
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression Jiaqi Chen Tong Li Jinghui Qin Pan Lu Liang Lin Chongyu Chen Xiaodan Liang AIMat LRM 47 89 0 06 Dec 2022
PGDP5K: A Diagram Parsing Dataset for Plane Geometry Problems Yihan Hao Mingliang Zhang Fei Yin Linlin Huang AIMat 44 14 0 20 May 2022
Plane Geometry Diagram Parsing Ming-Liang Zhang Fei Yin Yilun Hao Cheng-Lin Liu 3DV 24 27 0 19 May 2022
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers Yihuai Lan Lei Wang Qiyuan Zhang Yunshi Lan B. Dai Yan Wang Dongxiang Zhang Ee-Peng Lim AIMat 17 71 0 02 Sep 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks Jinghui Qin Xiaodan Liang Yining Hong Jianheng Tang Liang Lin AIMat AAML 22 56 0 03 Jul 2021