SPhyR: Spatial-Physical Reasoning Benchmark on Material Distribution

21 May 2025

Papers citing "SPhyR: Spatial-Physical Reasoning Benchmark on Material Distribution"

9 / 9 papers shown

Title
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning Xinyu Zhang Yuxuan Dong Yongpeng Wu Jiaxing Huang Chengyou Jia Basura Fernando Mike Zheng Shou Lingling Zhang Jun Liu AIMat ReLM LRM 62 9 0 17 Feb 2025
Physion: Evaluating Physical Prediction from Vision in Humans and Machines Daniel M. Bear E. Wang Damian Mrowca Felix Binder Hsiau-Yu Fish Tung ... Li Fei-Fei Nancy Kanwisher J. Tenenbaum Daniel L. K. Yamins Judith E. Fan OOD 78 93 0 15 Jun 2021
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 94 1,724 0 26 Nov 2019
CLEVRER: CoLlision Events for Video REpresentation and Reasoning Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 76 465 0 03 Oct 2019
PHYRE: A New Benchmark for Physical Reasoning A. Bakhtin Laurens van der Maaten Justin Johnson Laura Gustafson Ross B. Girshick LRM 37 125 0 15 Aug 2019
A Novel Topology Optimization Approach using Conditional Deep Learning Sharad Rawat M. Shen BDL 36 53 0 14 Jan 2019
3D Topology Optimization using Convolutional Neural Networks Saurabh Banga Harsh Gehani Sanket Bhilare Sagar Patel Levent Burak Kara 35 106 0 22 Aug 2018
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking Oliver Groth F. Fuchs Ingmar Posner Andrea Vedaldi 44 100 0 21 Apr 2018
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 275 2,346 0 20 Dec 2016