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Dataset · Hugging Face

duyongka/CARV

CARV: A Diagnostic Benchmark for Compositional Analogical Reasoning in Multimodal LLMs Authors: Yongkang Du, Xiaohan Zou, Minhao Cheng, Lu Lin · Pennsylvania State University Dataset Description CARV evaluates whether multimodal LLMs can compose transformation rules from multiple image pairs via logical set operations. Given n context pairs each depicting an atomic visual change, the model must synthesize a new rule through Union (∪), Intersection (∩), or… See the full description on the dataset page: https://huggingface.co/datasets/duyongka/CARV.

Author / organizationduyongka
License (as declared)cc-by-4.0
Downloads787 (as reported by Hugging Face)
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Created13 July 2026
Last updated at source13 July 2026
analogical-reasoningcompositional-reasoningmultimodalbenchmarkvision-language
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