Compose multimodal datasets 🎹

[NeurIPS'24] This repository is the implementation of "SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models"

[CVPR2020] A Dataset for SPAtial REasoning on Three-View Line Drawings

Qualitative Reasoning: Spatio-Temporal Reasoning using Relation Algebras and Constraint Networks. Documentation is under construction at ReadTheDocs. See link below.

[NeurIPS'24] SpatialEval: a benchmark to evaluate spatial reasoning abilities of MLLMs and LLMs

A Tangram Puzzle Solver in Common Lisp that is capable of solving arbitrary geometric tiling problems. CLIM (Common Lisp Interface Manager) is used for its GUI.

Program synthesis for 3D spatial reasoning

[AAAI 2022] Dataset and pytorch codes for the paper titled "StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts" in AAAI 2022 (Oral)

[CVPR 2022] Self-supervised Spatial Reasoning on Multi-View Line Drawings

Grounding Language Models for Compositional and Spatial Reasoning

[NAACL 2022] Dataset and codes for the paper titled "Learning to Execute Actions or Ask Clarification Questions" in Findings of NAACL 2022

DLMAPS = Description Logic Maps: Ontology-Based Spatial Queries to Digital City Maps

[ICLR 2025 Oral] Official Implementation for "Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities"

Official repo of the paper "Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models"

Natural Language Inference problems specialized for spatial semantics & reasoning

Official website for "Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities"

Intro to Problem Solving -- notes

This is a supplementary code for the paper "PLUGH: A Benchmark for Spatial Understanding and Reasoning in Large Language Models."