Eurayka/VKnowU
VKnowU: Evaluating Visual Knowledge Understanding in Multimodal LLMs 📖ArXiv While Multimodal Large Language Models (MLLMs) have become adept at recognizing objects, they often lack the intuitive, human-like understanding of the world's underlying physical and social principles. This high-level vision-grounded semantics, which we term visual knowledge, forms a bridge between perception and reasoning, yet remains an underexplored area in current MLLMs. To systematically… See the full description on the dataset page: https://huggingface.co/datasets/Eurayka/VKnowU.
| Author / organization | Eurayka |
|---|---|
| License (as declared) | cc-by-nc-4.0 |
| Downloads | 144 (as reported by Hugging Face) |
| Likes | 1 |
| Created | 21 November 2025 |
| Last updated at source | 18 December 2025 |
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- 16 Oct 2026 Description: VKnowU: Evaluating Visual Knowledge Understanding in Multimodal LLMs 📖ArXiv While Multimodal Large Language Models (MLLMs) have become adept at recognizing objects, they often lack the intuitive, human-like understanding of the world's und → VKnowU: Evaluating Visual Knowledge Understanding in Multimodal LLMs 📖ArXiv While Multimodal Large Language Models (MLLMs) have become adept at recognizing objects, they often lack the intuitive, human-like understanding of the world's und
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