Weakly-supervised video anomaly detection on UCF-Crime
90.33AUCπ-VAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| π-VADEncoder=I3D, Modality=RGB-only2025.05 | 90.33 | 77.77 | |
| VadCLIPEncoder=CLIP, Modality=Multi-modal2025.05 | 88.02 | 70.23 | |
| TPWNGEncoder=CLIP, Modality=Multi-modal2025.05 | 87.79 | — | |
| TSAEncoder=CLIP, Modality=RGB-only2025.05 | 87.58 | — | |
| SSRLEncoder=I3D, Modality=RGB-only2025.05 | 87.43 | — | |
| UR-DMUEncoder=I3D, Modality=RGB-only2025.05 | 86.97 | 70.81 | |
| PEMILEncoder=I3D+Text, Modality=Multi-modal2025.05 | 86.83 | — | |
| UMILEncoder=CLIP, Modality=RGB-only2025.05 | 86.75 | 68.68 | |
| MGFNEncoder=V-Swin, Modality=RGB-only2025.05 | 86.67 | — | |
| ECUEncoder=V-Swin, Modality=RGB-only2025.05 | 86.22 | — | |
| CLAVEncoder=I3D, Modality=RGB-only2025.05 | 86.1 | — | |
| HSNEncoder=I3D, Modality=Multi-modal2025.05 | 85.45 | — | |
| WSALEncoder=I3D, Modality=RGB-only2025.05 | 85.38 | 67.38 | |
| MSLEncoder=V-Swin, Modality=RGB-only2025.05 | 85.3 | — | |
| RTFMEncoder=I3D, Modality=RGB-only2025.05 | 84.3 | 62.96 | |
| HL-NetEncoder=I3D, Modality=Multi-modal2025.05 | 82.44 | — | |
| MILEncoder=I3D, Modality=RGB-only2025.05 | 77.42 | — | |
| MILEncoder=C3D, Modality=RGB-only2025.05 | 75.41 | 54.25 |