TestHallVQA: Exploring LVLMs' Document-Level Reasoning under Redundant Contexts from Scientific Exams

arXiv:2609.13158 · cs.CL · Submitted 2026-07-15 · Read on arXiv

cs.CL

Submitted: 2026-07-15

Updated: 2026-07-15

Code: https://github.com/yqyu2317/TestHallVQA-benchmark

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 3× in this paper · explained in 2 episodes
• Redundancy — 2× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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