| Paper | Code | AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM | ✓ Link | 74.5% | AnyAnomaly | 2025-03-06 |
| MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | ✓ Link | 72.8% | MULDE-frame-centric-micro-one-class-classification | 2024-03-21 |
| Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models | ✓ Link | 71.9% | AnomalyRuler | 2024-07-14 |
| Holistic Representation Learning for Multitask Trajectory Anomaly Detection | ✓ Link | 68% | TrajREC | 2023-11-03 |