Hiroto Nakata

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Computer Vision (1)Data Curation & Synthetic Data (1)Eval Frameworks & Benchmarks (1)

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Yawen Zou (1)Shunsuke Sakai (1)Shun Maeda (1)Chunzhi Gu (1)

Papers (1)

Mar 14, 2026

Hiroto Nakata +7Mar 14, 2026

VID-AD: A Dataset for Image-Level Logical Anomaly Detection under Vision-Induced Distraction

Current anomaly detection benchmarks are too easily fooled by visual noise; VID-AD offers a rigorous new testbed to isolate and address this weakness.

Hiroto Nakata, Yawen Zou, Shunsuke Sakai +5

Computer Vision Data Curation & Synthetic Data Eval Frameworks & Benchmarks

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Hiroto Nakata

Research focus

Frequent co-authors

Papers (1)