# AgentVQA: A Unified Benchmark for Agentic Visual Understanding > Source: > Published: 2026-10-23 04:00:19+00:00 Vision-language models (VLMs) can perform a broad range of tasks across diverse settings, yet their performance in agentic contexts remains poorly understood. Although online evaluations in simulators and real-world environments are essential for measuring interactive agent performance, they are cos