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williamium/CoreCognition

CoreCognition: A Core Knowledge Benchmark for Multi-modal Large Language Models Dataset Description CoreCognition is a large-scale benchmark encompassing 12 core knowledge grounded in developmental cognitive science, designed to evaluate the fundamental core abilities of Multi-modal Large Language Models (MLLMs). While MLLMs demonstrate impressive abilities over high-level perception and reasoning, their robustness in the wild remains limited, often falling short on tasks… See the full description on the dataset page: https://huggingface.co/datasets/williamium/CoreCognition.

Author / organizationwilliamium
License (as declared)apache-2.0
Downloads324 (as reported by Hugging Face)
Likes8
Created22 June 2025
Last updated at source17 January 2026
cognitive-sciencemultimodalvisionreasoningwebdatasetbenchmarkcore-knowledgedevelopmental-psychology
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