Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models

Benchmark Model Rank Results
anomaly-detection-on-chuk-avenueAnomalyRuler#14AUC: 89.7%
anomaly-detection-on-shanghaitechAnomalyRuler#5AUC: 85.2%
anomaly-detection-on-ubnormalAnomalyRuler#3AUC: 71.9%
anomaly-detection-on-ucsd-ped2AnomalyRuler#5AUC: 97.9%
video-anomaly-detection-on-cuhk-avenueAnomalyRuler#6AUC: 89.7%
video-anomaly-detection-on-shanghaitech-4AnomalyRuler#2AUC: 85.2%
video-anomaly-detection-on-ubnormalAnomalyRuler#3AUC: 71.9%
video-anomaly-detection-on-ucsd-ped2-1AnomalyRuler#3AUC: 97.9%