Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Background-Agnostic Framework | 98.7 | No | A Background-Agnostic Framework with Adversarial... | 2020-08-27 | Code |
| 2 | RTFM | 98.6 | No | Weakly-supervised Video Anomaly Detection with R... | 2021-01-25 | Code |
| 3 | CL-VAD | 97.8 | No | Continual Learning for Anomaly Detection in Surv... | 2020-04-15 | - |
| 4 | SSMTL | 97.5 | No | Anomaly Detection in Video via Self-Supervised a... | 2020-11-15 | Code |
| 5 | FastAno | 96.3 | No | FastAno: Fast Anomaly Detection via Spatio-tempo... | 2021-06-16 | Code |
| 6 | GCN-Anomaly | 93.2 | No | Graph Convolutional Label Noise Cleaner: Train a... | 2019-03-18 | Code |