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WenqingCao/finevisionmax-strict-ans-ablation

FineVisionMax — Strict Numerical Ablation Filtered subset of HuggingFaceM4/FineVisionMax, for an ablation study on the emergence of approximate-number-system (ANS) representations in vision-language models. Filter Strict ablation: rows where ANY user or assistant turn contains a match from any of 15 categories spanning the REMOVE class (digits, number words, counting verbs, comparisons, ordinals, etc.) and the EXPERIMENT class (vague quantifiers, absence… See the full description on the dataset page: https://huggingface.co/datasets/WenqingCao/finevisionmax-strict-ans-ablation.

Author / organizationWenqingCao
License (as declared)cc-by-4.0
Downloads838 (as reported by Hugging Face)
Likes0
Created14 May 2026
Last updated at source17 May 2026
vision-languageablationansnumerical-reasoning
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