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message: "If you use GRIP, please cite the accompanying preprint and dataset."
title: "Geometric Parrots: Rule Absence vs. Rule Fragility in Spatial and Physical Reasoning for Vision-Language Models"
type: dataset
authors:
- given-names: Bilal
family-names: Jawaid
affiliation: Independent
- given-names: Hamza
family-names: Hanif
affiliation: Simon Fraser University
- given-names: Muhammad Maaz
family-names: Uddin
affiliation: Salim Habib University
- given-names: Anas
family-names: Zafar
affiliation: The University of Texas MD Anderson Cancer Center
- given-names: Inad
family-names: Alqurashi
affiliation: Taif University
- given-names: Aizan
family-names: Zafar
affiliation: International Institute of Information Technology, Bangalore
- given-names: Osama
family-names: Farooqui
affiliation: Salim Habib University
- given-names: Sheheryar
family-names: Khan
affiliation: CPCE, Hong Kong Polytechnic University
- given-names: Ferhat
family-names: Sadak
affiliation: Aston University
- given-names: Shaina
family-names: Raza
affiliation: Vector Institute
- given-names: Rizwan
family-names: Qureshi
affiliation: Massachusetts General Hospital
version: 1.0.0
date-released: 2026-10-11
license: MIT
repository-code: "https://github.com/bilaljawaid980/Geomatric-Reasoning-Benchmark-Dataset"
keywords:
- vision-language models
- geometric reasoning
- spatial reasoning
- visual reasoning
- physical reasoning
- procedural generation
- exact ground truth
- reasoning robustness
- rule absence
- rule fragility
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