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Visual Graph Reasoning (VGR)

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04:00

2026-08-10

arxiv.org

artificial-intelligence

GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models

Researchers introduced GraphVerse, a benchmark for evaluating multimodal large language models (MLLMs) on visual graph reasoning, which tests perception, structural understanding, and multi-step reaso…

// co-occurs with top 5 entities

GraphVerse 1 Multimodal Large Language Models (MLLMs) 1 Graph-centric Image Editing (GIE) 1 VGR-Score 1 arXiv 1

// topics top 4 topics

artificial intelligence 1 machine learning 1 large language models 1 ai research 1