Cover Image

A Study of Commonsense Reasoning over Visual Object Properties

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kolari, Abhishek, Khojasteh, Mohammadhossein, Jiang, Yifan, Hengst, Floris den, Ilievski, Filip
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning
by: Liu, Huabin, et al.
Published: (2025)

COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes
by: Kraaijveld, Koen, et al.
Published: (2024)

MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs
by: Zhang, Jiarui, et al.
Published: (2025)

Enhancing Structural Mapping with LLM-derived Abstractions for Analogical Reasoning in Narratives
by: Khojasteh, Mohammadhossein, et al.
Published: (2026)

Activating Visual Context and Commonsense Reasoning through Masked Prediction in VLMs
by: Yu, Jiaao, et al.
Published: (2025)

Augmented Commonsense Knowledge for Remote Object Grounding
by: Mohammadi, Bahram, et al.
Published: (2024)

Learning to Correction: Explainable Feedback Generation for Visual Commonsense Reasoning Distractor
by: Chen, Jiali, et al.
Published: (2024)

VCD: A Dataset for Visual Commonsense Discovery in Images
by: Shen, Xiangqing, et al.
Published: (2024)

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models
by: Zhou, Kaiwen, et al.
Published: (2023)

DIVE: Towards Descriptive and Diverse Visual Commonsense Generation
by: Park, Jun-Hyung, et al.
Published: (2024)

SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling
by: Wang, Eileen, et al.
Published: (2024)

SG-Tailor: Inter-Object Commonsense Relationship Reasoning for Scene Graph Manipulation
by: Shang, Haoliang, et al.
Published: (2025)

Exploring Perceptual Limitation of Multimodal Large Language Models
by: Zhang, Jiarui, et al.
Published: (2024)

Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models
by: Wang, Yuqing, et al.
Published: (2023)

Beyond Visual Appearances: Privacy-sensitive Objects Identification via Hybrid Graph Reasoning
by: Jiang, Zhuohang, et al.
Published: (2024)

Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object Detection
by: Zhang, Pu, et al.
Published: (2023)

Transparent Visual Reasoning via Object-Centric Agent Collaboration
by: Teoh, Benjamin, et al.
Published: (2025)

Object Isolated Attention for Consistent Story Visualization
by: Luo, Xiangyang, et al.
Published: (2025)

IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation
by: Jiang, Yankai, et al.
Published: (2026)

Visual Grounding for Object-Level Generalization in Reinforcement Learning
by: Jiang, Haobin, et al.
Published: (2024)

Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense?
by: Fu, Xingyu, et al.
Published: (2024)

JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents
by: Zheng, Kaizhi, et al.
Published: (2022)

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning
by: Lv, Guannan, et al.
Published: (2026)

UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
by: Liu, Ye, et al.
Published: (2025)

CDH-Bench: A Commonsense-Driven Hallucination Benchmark for Evaluating Visual Fidelity in Vision-Language Models
by: Chen, Kesheng, et al.
Published: (2026)

COGITAO: A Visual Reasoning Framework To Study Compositionality & Generalization
by: Taoudi-Benchekroun, Yassine, et al.
Published: (2025)

DRAGON: A Benchmark for Evidence-Grounded Visual Reasoning over Diagrams
by: Iyengar, Anirudh Iyengar Kaniyar Narayana, et al.
Published: (2026)

Reasoning over the Behaviour of Objects in Video-Clips for Adverb-Type Recognition
by: Seshadri, Amrit Diggavi, et al.
Published: (2023)

MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
by: Jiang, Yifan, et al.
Published: (2024)

Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge
by: Jiang, Bowen, et al.
Published: (2023)

MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
by: Chowdhury, Sanjoy, et al.
Published: (2025)

MITracker: Multi-View Integration for Visual Object Tracking
by: Xu, Mengjie, et al.
Published: (2025)

Adversarial Attack for RGB-Event based Visual Object Tracking
by: Chen, Qiang, et al.
Published: (2025)

VideoPhy: Evaluating Physical Commonsense for Video Generation
by: Bansal, Hritik, et al.
Published: (2024)

VISOR: VIsual Spatial Object Reasoning for Language-driven Object Navigation
by: Taioli, Francesco, et al.
Published: (2026)

A Study of Failure Modes in Two-Stage Human-Object Interaction Detection
by: Wang, Lemeng, et al.
Published: (2026)

Weakly Supervised Concept Learning for Object-centric Visual Reasoning
by: Tiwari, Sparsh, et al.
Published: (2026)

Predictive Reasoning with Augmented Anomaly Contrastive Learning for Compositional Visual Relations
by: Li, Chengtai, et al.
Published: (2026)

Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark
by: Wang, Shiao, et al.
Published: (2025)

Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach
by: Wang, Shiao, et al.
Published: (2025)