Author

Yu-Zhou Long

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Preprint Sep 2026

AnomalyCraft-700K: Component-Level Controllable and Verifiable Synthetic Anomalies for Fine-Grained Video Anomaly Understanding

AnomalyCraft-700K is presented, a component-controllable synthetic anomaly dataset for fine-grained VAU, containing over 40K videos and over 700K task-level textual annotations and serves as an effective source of supervision from anomaly detection to fine-grained anomaly understanding.

Yu-Zhou Long, Haodong Zhang, Yun-Peng Yang et al. · 0 citations