Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-ubnormalCOSKAD-hyperbolic#7AUC: 65%
anomaly-detection-on-ubnormalCOSKAD-euclidean#8AUC: 64.9%
anomaly-detection-on-ubnormalCOSKAD-radial#9AUC: 62.9%
video-anomaly-detection-on-hr-avenueCOSKAD-euclidean#3AUC: 87.8
video-anomaly-detection-on-hr-avenueCOSKAD-hyperbolic#4AUC: 87.3
video-anomaly-detection-on-hr-avenueCOSKAD-radial#9AUC: 82.2
video-anomaly-detection-on-hr-shanghaitechCOSKAD-euclidean#6AUC: 77.1
video-anomaly-detection-on-hr-shanghaitechCOSKAD-hyperbolic#7AUC: 75.6
video-anomaly-detection-on-hr-shanghaitechCOSKAD-radial#9AUC: 75.2
video-anomaly-detection-on-hr-ubnormalCOSKAD-hyperbolic#3AUC: 65.5
video-anomaly-detection-on-hr-ubnormalCOSKAD-euclidean#4AUC: 65.2
video-anomaly-detection-on-hr-ubnormalCOSKAD-radial#5AUC: 63.4