| Paper | Code | AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video | ✓ Link | 98.7 | Background-Agnostic Framework | 2020-08-27 |
| Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning | ✓ Link | 98.6 | RTFM | 2021-01-25 |
| Continual Learning for Anomaly Detection in Surveillance Videos | 97.8 | CL-VAD | 2020-04-15 | |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | ✓ Link | 97.5 | SSMTL | 2020-11-15 |
| FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation | ✓ Link | 96.3 | FastAno | 2021-06-16 |
| Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection | ✓ Link | 93.2 | GCN-Anomaly | 2019-03-18 |