Video Anomaly Detection on UCF-Crime standard (test)
88.02Frame-Level AUCVadCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| VadCLIPReference=AAAI24, Feature=ViT-B/162025.05 | 88.02 | |
| ProDisc-VADReference=This work, Feature=ViT-B/162025.05 | 87.12 | |
| CUPLReference=CVPR23, Feature=I3D2025.05 | 86.22 | |
| Cho et al.Reference=CVPR23, Feature=I3D2025.05 | 86.01 | |
| S3RReference=ECCV22, Feature=I3D2025.05 | 85.99 | |
| DARReference=TIFS22, Feature=I3D2025.05 | 85.18 | |
| RTFMReference=ICCV21, Feature=I3D2025.05 | 84.3 | |
| RTFMReference=ICCV21, Feature=C3D2025.05 | 83.28 | |
| CLAWSReference=ECCV20, Feature=C3D2025.05 | 83.03 | |
| MISTReference=CVPR21, Feature=I3D2025.05 | 82.03 | |
| Zhong et al.Reference=CVPR19, Feature=C3D2025.05 | 81.08 | |
| AnyAnomalyZero-shot=true, Context-aware=true2025.03 | 80.7 | |
| MULDEZero-shot=false2025.03 | 78.5 | |
| Sultani et al.Reference=CVPR18, Feature=I3D2025.05 | 77.92 | |
| AnyAnomalyZero-shot=true, Context-aware=false2025.03 | 77.8 | |
| FPDMZero-shot=false2025.03 | 74.7 | |
| AccI-VADZero-shot=false2025.03 | 60.3 |