Video Anomaly Detection on XD-Violence (AP, LaAP, F1)
74.25APLaGoVAD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LaGoVADType=Training, Online=false2026.04 | 74.25 | 75.82 | 63.8 | |
| PANDAType=Training-Free, Online=true2026.04 | 72.41 | — | — | |
| ESOMType=Training-Free, Online=true2026.04 | 71.68 | 73.64 | 73.57 | |
| VadCLIPType=Training, Online=false2026.04 | 58.29 | 60.16 | 26.16 | |
| VERAType=Gradient-Free, Online=false2026.04 | 56.24 | 56.61 | — | |
| Qwen3-VL-8BType=Training-Free, Online=false2026.04 | 44.36 | 33.92 | 69.02 | |
| VERAType=Gradient-Free, Online=true2026.04 | 44.22 | 50.97 | — | |
| Qwen3-VL-8BType=Training-Free, Online=true2026.04 | 29.94 | 27.55 | 19.23 |