| Paper | Code | AUC | RBDC | TBDC | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | ✓ Link | 86.7% | MULDE-object-centric-micro | 2024-03-21 | ||
| Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models | ✓ Link | 85.2% | AnomalyRuler | 2024-07-14 | ||
| VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection | ✓ Link | 85.1% | VideoPatchCore | 2024-09-24 | ||
| MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | ✓ Link | 81.3% | MULDE-frame-centric-micro | 2024-03-21 | ||
| An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction | ✓ Link | 80.6% | TSGAD | 2024-04-29 | ||
| AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM | ✓ Link | 79.7% | AnyAnomaly | 2025-03-06 | ||
| Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified | ✓ Link | 61.28% | 45.4 | 81.87 | PGM | 2024-07-08 |