Paper | Code | AUC | ModelName | ReleaseDate |
---|---|---|---|---|
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | ✓ Link | 68.4 | MoCoDAD | 2023-07-14 |
Holistic Representation Learning for Multitask Trajectory Anomaly Detection | ✓ Link | 68.2 | TrajREC | 2023-11-03 |
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection | ✓ Link | 65.5 | COSKAD-hyperbolic | 2023-01-23 |
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection | ✓ Link | 65.2 | COSKAD-euclidean | 2023-01-23 |
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection | ✓ Link | 63.4 | COSKAD-radial | 2023-01-23 |
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos | ✓ Link | 61.2 | MPED-RNN | 2019-03-08 |
Graph Embedded Pose Clustering for Anomaly Detection | ✓ Link | 55.2 | GEPC | 2019-12-26 |
BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection | ✓ Link | 52.3 | BiPOCO | 2022-07-05 |