Author

Juan Carlos Niebles

Salesforce

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Jul 2026

Evidence-Backed Video Question Answering

ST-Evidence is introduced, the first human-verified benchmark for both discriminative and generative pixel-level grounding, and scalable, automated generation pipelines are developed to create ST-Evidence-Instruct, a 160k-scale dataset bridging high-level reasoning with fine-grained grounding.

Shijie Wang, Honglu Zhou, Ziyang Wang et al. · arXiv.org · 0 citations