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Ritabrata04/
masscount-cf

Name: masscount-cf
Creator: Ritabrata04
License: https://spdx.org/licenses/CC-BY-4.0.html

vision-language-models

synthetic

object-counting

numerosity

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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.