Weakly Supervised Video Anomaly Detection on UCFCrime 1.0 (test)
88.08AUCSTPrompt
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| STPromptFeature=CLIP2024.08 | 88.08 | 23.9 | |
| VadCLIPFeature=CLIP2024.08 | 88.02 | 22.05 | |
| CLIP-TSAFeature=CLIP2024.08 | 87.58 | — | |
| DMUFeature=CLIP2024.08 | 86.75 | — | |
| UMILFeature=CLIP2024.08 | 86.75 | — | |
| OPVADFeature=CLIP2024.08 | 86.05 | — | |
| RTFMFeature=CLIP2024.08 | 85.66 | — | |
| Ju et al.Feature=CLIP2024.08 | 84.72 | — | |
| Wu et al.Feature=CLIP2024.08 | 84.57 | — | |
| Sultani et al.Feature=CLIP2024.08 | 84.14 | — | |
| AVVDFeature=CLIP2024.08 | 82.45 | — | |
| Liu et al.Feature=I3D-ResNet2024.08 | 82 | 16.4 | |
| NLNFeature=I3D-ResNet2024.08 | 78.9 | 12.2 | |
| 3DResNetFeature=I3D-ResNet2024.08 | 77.5 | 10.3 | |
| ARTNetFeature=ARTNets2024.08 | 75.1 | 11.4 | |
| T-C3DFeature=C3D2024.08 | 74.5 | 10.2 | |
| C3DFeature=C3D2024.08 | 70.1 | 7.2 | |
| Sultani et al.†Feature=CLIP2024.08 | 67.11 | 16.82 | |
| OCSVMFeature=CLIP2024.08 | 63.2 | — | |
| TSNFeature=TSN2024.08 | 53.2 | 2.6 | |
| Two StreamFeature=Two-stream2024.08 | 51.2 | 2.2 | |
| Hasan et al.Feature=CLIP2024.08 | 51.2 | — | |
| SVM baselineFeature=CLIP2024.08 | 50.1 | — |