Preprint
Aug 2026
Beyond Blind Compliance: Benchmarking Task Verification in OCR Reasoning
VeriOCRBench, a 1,800-sample human-verified benchmark built from source images drawn from 8 OCR-related datasets and spanning 8 real-world image domains, with controlled, image-grounded diagnostic tasks, is introduced, exposing a critical reliability gap in current OCR reasoning systems.
Yue Zhou, Yuan Wu, Yi Chang
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