Compose multimodal datasets 🎹
dataset-generation spatial-reasoning synthetic-dataset-generation multimodal-deep-learning multimodal-datasets scene-reconstruction
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Aug 8, 2025 - Python
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spatial-reasoning
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[NeurIPS'24] This repository is the implementation of "SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models"
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Dec 14, 2024 - Python
[NeurIPS 2025] Official implementation of "RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics"
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Oct 24, 2025 - Python
The code for paper 'Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors'
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Oct 9, 2025 - Jupyter Notebook
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
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Sep 26, 2025 - Python
[CVPR2020] A Dataset for SPAtial REasoning on Three-View Line Drawings
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Jul 18, 2024 - Python
SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding
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Jul 9, 2025 - Python
[NeurIPS'24] SpatialEval: a benchmark to evaluate spatial reasoning abilities of MLLMs and LLMs
machine-learning gemini reasoning claude spatial-reasoning multimodal-deep-learning foundation-models large-language-models gpt-4v vision-language-models llama3 gpt-4o
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Jan 23, 2025 - Python
Program synthesis for 3D spatial reasoning
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Jun 16, 2025 - Jupyter Notebook
Code for "ReSpace: Text-Driven 3D Indoor Scene Synthesis and Editing with Preference Alignment"
spatial-reasoning indoor-scenes large-language-models scene-synthesis preference-alignment indoor-scene-synthesis 3d-scene-synthesis 3d-indoor-scene-synthesis
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Oct 7, 2025 - Python
[ICCV 2025] Official code for Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation
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Sep 12, 2025 - Jupyter Notebook
Qualitative Reasoning: Spatio-Temporal Reasoning using Relation Algebras and Constraint Networks. Documentation is under construction at ReadTheDocs. See link below.
directed-graph artificial-intelligence networkx spatio-temporal constraint-propagation interval-algebra spatial-reasoning networkx-graph temporal-reasoning relation-algebras qualitative-reasoning temporal-reasoning-network rcc8 region-connection-calculus point-algebra bitsets singleton-labelings singleton-labellings singleton-labelling
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Sep 5, 2023 - Jupyter Notebook
[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)
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Mar 20, 2024 - Python
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.
lisp common-lisp tangram geometric-algorithms spatial-reasoning clim commonlisp tiling-problem tangram-play tilings lispworks tangram-solver tangram-puzzle geometric-reasoning common-lisp-interface-manager tangram-puzzle-solver
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Apr 13, 2022 - Common Lisp
[CVPR 2022] Self-supervised Spatial Reasoning on Multi-View Line Drawings
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May 23, 2022 - Python
Spatial Reasoning with Vision-Language Models
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Oct 20, 2025 - Python
Grounding Language Models for Compositional and Spatial Reasoning
nlp computer-vision deep-learning dataset image-captioning image-retrieval spatial-reasoning multimodal vision-and-language grounding vsr caption-retrieval winoground visual-spatial-reasoning
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Oct 26, 2022 - Jupyter Notebook
[ICLR 2025 Oral] Official Implementation for "Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities"
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Oct 24, 2024 - Python
Spatial Aptitude Training for Multimodal Langauge Models
simulation question-answering language-model spatial-reasoning foundation-models vision-language-model
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Aug 23, 2025 - Python
Source code for the Paper "Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models"
vlm spatial-reasoning multimodal-large-language-models vision-language-models spatial-reasoning-ability
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Sep 23, 2025 - Python
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