Video Anomaly Detection on UCF-Crime >50
80.3Frame-level AUCLAVAD
Evaluation Results
| Method | Links | |
|---|---|---|
| LAVADParadigm=LVLM, Training VAD=None (✘)2025.09 | 80.3 | |
| Action HintsParadigm=Skeleton, Training VAD=None (✘)2025.09 | 62.7 | |
| ImagebindParadigm=LVLM, Training VAD=None (✘)2025.09 | 55.8 | |
| Jigsaw-VADParadigm=Frame/Object, Training VAD=SHT2025.09 | 53.3 | |
| HF2-VADParadigm=Frame/Object, Training VAD=SHT2025.09 | 52.9 | |
| MocoDADParadigm=Skeleton, Training VAD=UB2025.09 | 52 | |
| STG-NFParadigm=Skeleton, Training VAD=UB2025.09 | 51.9 | |
| MocoDADParadigm=Skeleton, Training VAD=SHT2025.09 | 51.8 | |
| STG-NFParadigm=Skeleton, Training VAD=SHT2025.09 | 51.6 |