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VistaQA: Benchmarking Joint Visual Question Answering and Pixel-Level Evidence

VistaQA benchmarks joint visual question answering and pixel-level evidence grounding across 1,157 expert-curated samples, revealing state-of-the-art models achieve limited alignment between answers and visual evidence.

Mozhgan Nasr Azadani, Yimu Wang, Yongpeng Zhu, Lihong Chen and 4 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5