How Far Are We from Intelligent Visual Deductive Reasoning?

How Far Are We from Intelligent Visual Deductive Reasoning?

7 March 2024

Papers citing "How Far Are We from Intelligent Visual Deductive Reasoning?"

17 / 17 papers shown

Title
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? Giacomo Camposampiero Michael Hersche Roger Wattenhofer A. Sebastian Abbas Rahimi LRM 45 1 0 14 Mar 2025
VisFactor: Benchmarking Fundamental Visual Cognition in Multimodal Large Language Models Jen-Tse Huang Dasen Dai Jen-Yuan Huang Youliang Yuan Xiaoyuan Liu Wenxuan Wang Wenxiang Jiao Pinjia He Zhaopeng Tu LRM 45 0 0 23 Feb 2025
LOVA3: Learning to Visual Question Answering, Asking and Assessment Henry Hengyuan Zhao Pan Zhou Difei Gao Zechen Bai Mike Zheng Shou 74 8 0 21 Feb 2025
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency Dongzhi Jiang Renrui Zhang Ziyu Guo Yanwei Li Yu Qi ... Shen Yan Bo Zhang Chaoyou Fu Peng Gao Hongsheng Li MLLM LRM 86 21 0 13 Feb 2025
Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning Michael Hersche Giacomo Camposampiero Roger Wattenhofer A. Sebastian Abbas Rahimi LRM 59 1 0 07 Dec 2024
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? Antonia Wüst Tim Nelson Tobiasch Lukas Helff Inga Ibs Wolfgang Stammer D. Dhami Constantin Rothkopf Kristian Kersting CoGe ReLM VLM LRM 56 1 0 25 Oct 2024
Visual Scratchpads: Enabling Global Reasoning in Vision Aryo Lotfi Enrico Fini Samy Bengio Moin Nabi Emmanuel Abbe LRM 30 0 0 10 Oct 2024
Image-to-Text Logic Jailbreak: Your Imagination can Help You Do Anything Xiaotian Zou Ke Li Yongkang Chen MLLM 29 2 0 01 Jul 2024
MOSSBench: Is Your Multimodal Language Model Oversensitive to Safe Queries? Xirui Li Hengguang Zhou Ruochen Wang Tianyi Zhou Minhao Cheng Cho-Jui Hsieh 35 4 0 22 Jun 2024
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs Yuxuan Qiao Haodong Duan Xinyu Fang Junming Yang Lin Chen Songyang Zhang Jiaqi Wang Dahua Lin Kai Chen LRM 32 18 0 20 Jun 2024
What is the Visual Cognition Gap between Humans and Multimodal LLMs? Xu Cao Bolin Lai Wenqian Ye Yunsheng Ma Joerg Heintz Jintai Chen Jianguo Cao James M. Rehg 37 8 0 14 Jun 2024
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations Deqing Fu Ghazal Khalighinejad Ollie Liu Bhuwan Dhingra Dani Yogatama Robin Jia W. Neiswanger 28 14 0 01 Apr 2024
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models Kian Ahrabian Zhivar Sourati Kexuan Sun Jiarui Zhang Yifan Jiang Fred Morstatter Jay Pujara LRM 23 9 0 22 Jan 2024
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 671 0 06 Jan 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 398 2,576 0 03 Sep 2019