📊 Showing 4 results | 📏 Metric: AUC
| Rank | Model | Paper | AUC | Date | Code |
|---|---|---|---|---|---|
| 1 | PoseWatch-H | PoseWatch: A Transformer-based Architecture for Human-centric Video Anomaly Detection Using Spatio-temporal Pose Tokenization | 85.75 | 2024-08-27 | 📦 TeCSAR-UNCC/SPARTA |
| 2 | TSGAD | An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction | 80.60 | 2024-04-29 | 📦 tecsar-uncc/tsgad |
| 3 | HF2-VAD | A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction | 76.20 | 2021-08-16 | 📦 LiUzHiAn/hf2vad |
| 4 | VADMamba | VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | 0.00 | 2025-03-27 | 📦 jLooo/VADMamba |