Weakly Supervised Video Anomaly Detection On 1
Metrics
AUC-ROC
Results
Performance results of various models on this benchmark
Model Name | AUC-ROC | Paper Title | Repository |
|---|---|---|---|
| STPrompt | 63.98 | Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts | - |
| AR-Net | 62.30 | Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning | - |
| MIL-Rank | 54.12 | Real-world Anomaly Detection in Surveillance Videos | - |
| OCC-WS | 67.42 | - | - |
| RTFM | 66.83 | Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning | - |
| MIST | 65.32 | MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection | - |
| DMU | 59.91 | - | - |
| VadCLIP | 62.32 | - | - |
| OPVAD | 62.94 | - | - |
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