Frame-level Video Anomaly Detection on XD-Violence (AP)
90.62APLAVIDA
Evaluation results
| Method | Links | |
|---|---|---|
| LAVIDATraining=Zero-Shot2026.02 | 90.62 | |
| Holmes-VAUVenue=CVPR’25, Training=Weakly-Supervised2026.02 | 88.96 | |
| PI-VADVenue=CVPR’25, Training=Weakly-Supervised2026.02 | 85.37 | |
| VadCLIPVenue=AAAI’24, Training=Weakly-Supervised2026.02 | 84.51 | |
| TPWNGVenue=CVPR’24, Training=Weakly-Supervised2026.02 | 83.68 | |
| CLIP-TSAVenue=ICIP’23, Training=Weakly-Supervised2026.02 | 82.19 | |
| AnomizeVenue=CVPR’25, Training=Weakly-Supervised2026.02 | 69.31 | |
| EventVADVenue=ACM’25, Training=Zero-Shot2026.02 | 64.04 | |
| LAVADVenue=CVPR’24, Training=Zero-Shot2026.02 | 62.01 | |
| GODSVenue=ICCV’19, Training=Unsupervised2026.02 | 61.56 | |
| VERAVenue=CVPR’25, Training=Weakly-Supervised2026.02 | 56.27 |