Pistachio: Towards Synthetic, Balanced, and Long-Form Video Anomaly Benchmarks
Pistachio is a new benchmark for video anomaly detection and understanding built entirely through a controlled generation pipeline. It creates 1.6 million frames with diverse scenes and 31 distinct anomaly types, many novel to existing datasets. This allows researchers to test how well models generalize to complex, out-of-distribution events.