Imaging · dataset · 2025
MindCube
Listed in Hugging Face Datasets
MindCube: Spatial Mental Modeling from Limited Views MindCube is a novel benchmark designed to evaluate how well Vision Language Models (VLMs) can form robust spatial mental models from limited visual views.
Description
It comprises 21,154 questions across 3,268 images, assessing capabilities such as cognitive mapping (representing positions), perspective-taking (orientations), and mental simulation (dynamics for "what-if" movements).
The dataset aims to expose critical gaps in existing VLMs'… See the full description on the dataset page: huggingface.co/datasets/MLL-Lab/MindCube.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/MLL-Lab/MindCube ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2506.21458 arxiv.org/abs/2506.21458 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/MLL-Lab/MindCube ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image text to text · question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65% · Simulation 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | MLL-Lab/MindCube | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:image-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |