Dataset · Hugging Face

Ritabrata04/masscount-cf

Name: masscount-cf
Creator: Ritabrata04
License: cc-by-4.0
Keywords: license:cc-by-4.0, size_categories:100K<n<1M, modality:image, region:us, counting, vision-language-models, synthetic, object-counting, numerosity

MassCount-CF Synthetic counterfactual counting corpus for identifying an additive neural-mass cardinality coordinate in vision-language models (NMCA). Companion dataset to "Counting Requires Mass: An Algebraic and Causal Account of Numerosity in Vision-Language Models." Corpus version: masscount-cf-1.0.0 Master scenes: 99,989 Delivered images (this upload): 326,623 Object instances: 28,617,018 Structure Scene graphs are the durable artifact; pixels are regenerable… See the full description on the dataset page: https://huggingface.co/datasets/Ritabrata04/masscount-cf.

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Author / organization	Ritabrata04
License (as declared)	cc-by-4.0
Downloads	409 (as reported by Hugging Face)
Likes	1
Created	21 July 2026
Last updated at source	27 July 2026

countingvision-language-modelssyntheticobject-countingnumerosity

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