V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices

AAAI Conference on Artificial Intelligence (AAAI), 2019

29 July 2019

Damien Teney

Peng Wang

Jiewei Cao

Lingqiao Liu

Chunhua Shen

Anton Van Den Hengel

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Papers citing "V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices"

23 / 23 papers shown

Title
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems Szymon Pawlonka Mikołaj Małkiński Jacek Mańdziuk 106 1 0 16 Aug 2025
Beyond the Linear Separability Ceiling: Aligning Representations in VLMs Enrico Vompa Tanel Tammet Mohit Vaishnav VLM LRM 157 0 0 10 Jul 2025
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Yongliang Wu Zonghui Li Xinting Hu Xinyu Ye Xianfang Zeng Gang Yu Wenbo Zhu Bernt Schiele Ming-Hsuan Yang Xu Yang VLM 252 21 0 22 May 2025
GlyphPattern: An Abstract Pattern Recognition Benchmark for Vision-Language Models Zixuan Wu Yoolim Kim Carolyn Jane Anderson VLM 223 0 0 12 Aug 2024
Slot Abstractors: Toward Scalable Abstract Visual Reasoning S. S. Mondal Jonathan D. Cohen Taylor W. Webb OCL 191 10 0 06 Mar 2024
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky Patterns Luca Salvatore Lorello Marco Lippi S. Melacci 215 5 0 27 Feb 2024
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World ModelsNeural Information Processing Systems (NeurIPS), 2023 Yeongbin Kim Gautam Singh Junyeong Park Çağlar Gülçehre Sungjin Ahn OCL VLM 222 7 0 15 Nov 2023
Emergent Communication for Rules Reasoning Yuxuan Guo Yifan Hao Rui Zhang Enshuai Zhou Zidong Du ... Shaohui Peng Di Huang Rui Chen Qi Guo Yunji Chen LLMAG LRM AI4CE 191 0 0 08 Nov 2023
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real WorldInternational Conference on Learning Representations (ICLR), 2023 Rujie Wu Xiaojian Ma Zhenliang Zhang Wei Wang Qing Li Song-Chun Zhu Yizhou Wang LRM VLM 275 16 0 16 Oct 2023
Visual Transformation Telling Wanqing Cui Mustafa Nasir-Moin Yanyan Lan Viola J. Chen Jiafeng Guo Xueqi Cheng LRM 218 4 0 03 May 2023
Are Deep Neural Networks SMARTer than Second Graders?Computer Vision and Pattern Recognition (CVPR), 2022 A. Cherian Kuan-Chuan Peng Suhas Lohit Kevin A. Smith J. Tenenbaum AAML LRM ReLM 268 40 0 20 Dec 2022
SAViR-T: Spatially Attentive Visual Reasoning with Transformers Pritish Sahu Kalliopi Basioti Vladimir Pavlovic LRM 202 17 0 18 Jun 2022
A Benchmark for Compositional Visual ReasoningNeural Information Processing Systems (NeurIPS), 2022 Aimen Zerroug Mohit Vaishnav Julien Colin Sebastian Musslick Thomas Serre OCL CoGe 248 51 0 11 Jun 2022
Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object InteractionsComputer Vision and Pattern Recognition (CVPR), 2022 Huaizu Jiang Xiaojian Ma Weili Nie Zhiding Yu Yuke Zhu Song-Chun Zhu Anima Anandkumar VLM 209 49 0 27 May 2022
RelViT: Concept-guided Vision Transformer for Visual Relational ReasoningInternational Conference on Learning Representations (ICLR), 2022 Xiaojian Ma Weili Nie Zhiding Yu Huaizu Jiang Chaowei Xiao Yuke Zhu Song-Chun Zhu Anima Anandkumar ViT LRM 293 20 0 24 Apr 2022
A Review of Emerging Research Directions in Abstract Visual ReasoningInformation Fusion (Inf. Fusion), 2022 Mikolaj Malkiñski Jacek Mańdziuk 239 46 0 21 Feb 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive MatricesACM Computing Surveys (ACM CSUR), 2022 Mikolaj Malkiñski Jacek Mańdziuk 426 54 0 28 Jan 2022
Raven's Progressive Matrices Completion with Latent Gaussian Process PriorsAAAI Conference on Artificial Intelligence (AAAI), 2021 Fan Shi Bin Li Xiangyang Xue LRM 262 10 0 22 Mar 2021
Selective Replay Enhances Learning in Online Continual Analogical Reasoning Tyler L. Hayes Christopher Kanan CLL 147 23 0 06 Mar 2021
A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics Qing Li Siyuan Huang Yining Hong Yixin Zhu Ying Nian Wu Song-Chun Zhu AIMat 216 6 0 02 Mar 2021
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence Andreas Holzinger Anna Saranti Heimo Mueller 250 11 0 28 Feb 2021
Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and ReasoningNeural Information Processing Systems (NeurIPS), 2020 Weili Nie Zhiding Yu Lei Mao Ankit B. Patel Yuke Zhu Anima Anandkumar VLM LRM 314 88 0 02 Oct 2020
Evaluating the Progress of Deep Learning for Visual Relational ConceptsJournal of Vision (J Vis), 2020 Sebastian Stabinger Peer David J. Piater A. Rodríguez-Sánchez 248 20 0 29 Jan 2020