LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual
Contexts

LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

6 July 2024

Wei Wang

Papers citing "LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts"

18 / 18 papers shown

Title
Co-Reinforcement Learning for Unified Multimodal Understanding and Generation Jingjing Jiang Chongjie Si Jun Luo Hanwang Zhang Chao Ma 119 0 0 23 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 90 4 0 30 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Ziwei Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 102 56 1 14 Apr 2025
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Xiangyu Zhao Peiyuan Zhang Kexian Tang Hao Li Zicheng Zhang ... Guangtao Zhai Junchi Yan Hua Yang Xue Yang Haodong Duan VLM LRM 105 5 0 03 Apr 2025
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs Sanjoy Chowdhury Hanan Gani Nishit Anand Sayan Nag Ruohan Gao Mohamed Elhoseiny Salman Khan Dinesh Manocha LRM 118 0 0 29 Mar 2025
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Weiyun Wang Zhe Chen Wenhai Wang Yue Cao Yangzhou Liu ... Jinguo Zhu X. Zhu Lewei Lu Yu Qiao Jifeng Dai LRM 95 65 1 15 Nov 2024
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models Ziyue Wang Chi Chen Ziyue Wang Yurui Dong Yuanchi Zhang Yuzhuang Xu Xiaolong Wang Ziwei Sun Yang Liu LRM 60 3 0 07 Oct 2024
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models Haodong Duan Junming Yang Junming Yang Xinyu Fang Lin Chen ... Yuhang Zang Pan Zhang Jiaqi Wang Dahua Lin Kai Chen LM&MA VLM 97 142 0 16 Jul 2024
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models Rohan Wadhawan Hritik Bansal Kai-Wei Chang Nanyun Peng VLM LRM 34 12 0 24 Jan 2024
CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities Mina Lee Percy Liang Qian Yang HAI 62 370 0 18 Jan 2022
Multimodal Few-Shot Learning with Frozen Language Models Maria Tsimpoukelli Jacob Menick Serkan Cabi S. M. Ali Eslami Oriol Vinyals Felix Hill MLLM 127 766 0 25 Jun 2021
TAP: Text-Aware Pre-training for Text-VQA and Text-Caption Zhengyuan Yang Yijuan Lu Jianfeng Wang Xi Yin D. Florêncio Lijuan Wang Cha Zhang Lei Zhang Jiebo Luo VLM 61 142 0 08 Dec 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 72 1,927 0 13 Apr 2020
TextCaps: a Dataset for Image Captioning with Reading Comprehension Oleksii Sidorov Ronghang Hu Marcus Rohrbach Amanpreet Singh 56 406 0 24 Mar 2020
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 201 3,659 0 06 Aug 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 57 1,174 0 18 Apr 2019
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 131 873 0 27 Nov 2018
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 299 3,187 0 02 Dec 2016