| Paper | Code | Frame AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| Bounding-Box Trajectories Matter for Video Anomaly Detection | ✓ Link | 88.6 | TrajVAD-P | 2026-05-21 |
| MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | ✓ Link | 86.7 | MULDE | 2024-03-21 |
| Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory | 86.0 | Noise-Resistant Video Anomaly Detection (object level) | 2025-06-11 | |
| Making Reconstruction-based Method Great Again for Video Anomaly Detection | ✓ Link | 77.8 | STATE (w/ input perturbation) (extra data) | 2023-01-28 |
| Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors | ✓ Link | 77.3 | Self-Distilled Masked Auto-Encoder | 2023-06-21 |