| Paper | Code | AUC | RBDC | TBDC | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection | ✓ Link | 92.8% | VideoPatchCore | 2024-09-24 | ||
| Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified | ✓ Link | 92.72% | 60.18 | 72.09 | PGM | 2024-07-08 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | ✓ Link | 91.5% | VADMamba | 2025-03-27 | ||
| Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer | ✓ Link | 91.2% | MAMA | 2024-02-26 | ||
| A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction | ✓ Link | 91.1% | HF2-VAD | 2021-08-16 | ||
| Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models | ✓ Link | 89.7% | AnomalyRuler | 2024-07-14 | ||
| AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM | ✓ Link | 87.3% | AnyAnomaly | 2025-03-06 |