OPVAD

Reported on 6 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

3D Anomaly DetectiononUBnormal
AUC-ROC· 2023-11-13
62.94
best: 76.51 (DDRO (SSALA))
Open-Vocabulary Video Anomaly Detection arXiv:2311.07042
3D Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2023-11-13
96.98
best: 97.91 (DDRO)
Open-Vocabulary Video Anomaly Detection arXiv:2311.07042
Video Anomaly DetectiononUBnormal
AUC-ROC· 2023-11-13
62.94
best: 76.51 (DDRO (SSALA))
Open-Vocabulary Video Anomaly Detection arXiv:2311.07042
Video Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2023-11-13
96.98
best: 97.91 (DDRO)
Open-Vocabulary Video Anomaly Detection arXiv:2311.07042

Methodology2 results

Anomaly DetectiononUBnormal
AUC-ROC· 2023-11-13
62.94
best: 76.51 (DDRO (SSALA))
Open-Vocabulary Video Anomaly Detection arXiv:2311.07042
Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2023-11-13
96.98
best: 98.14 (PEL)
Open-Vocabulary Video Anomaly Detection arXiv:2311.07042