Dataset · Hugging Face

MLL-Lab/MindTopo

Name: MindTopo
Creator: MLL-Lab
License: cc-by-4.0
Keywords: task_categories:visual-question-answering, task_categories:image-text-to-text, language:en, license:cc-by-4.0, size_categories:1K<n<10K, format:json, modality:image, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, topology, multimodal-reasoning

MindTopo Multimodal benchmark probing whether foundation models reason about topological structure — connectivity, enclosure, knottedness, ordering, separation — rather than relying on superficial visual cues. 8,910 procedurally generated examples across 13 environments / 5 categories. This repository revision contains only the question / metadata jsonl files. Rendered images for the perception environments are distributed separately (see project page) due to size.… See the full description on the dataset page: https://huggingface.co/datasets/MLL-Lab/MindTopo.

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Author / organization	MLL-Lab
License (as declared)	cc-by-4.0
Downloads	125 (as reported by Hugging Face)
Likes	2
Created	7 May 2026
Last updated at source	7 May 2026

topologymultimodal-reasoningvlm-benchmarkspatial-reasoningprocedural-generation

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