| Paper | Code | AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| PoseWatch: A Transformer-based Architecture for Human-centric Video Anomaly Detection Using Spatio-temporal Pose Tokenization | ✓ Link | 85.75 | PoseWatch-H | 2024-08-27 |
| An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction | ✓ Link | 80.6 | TSGAD | 2024-04-29 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | ✓ Link | 77.0% | VADMamba | 2025-03-27 |
| A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction | ✓ Link | 76.2 | HF2-VAD | 2021-08-16 |