Real-world Anomaly Detection in Surveillance Videos

Benchmark Model Rank Results
abnormal-event-detection-in-video-on-ubi-fightsSultani et al.#2AUC: 0.892Decidability: 0.804EER: 0.186
semi-supervised-anomaly-detection-on-ubi-fightsSultani et al.#3AUC: 0.787Decidability: 0.738EER: 0.294
weakly-supervised-video-anomaly-detection-on-ubnormalMIL-Rank#9AUC-ROC: 54.12
anomaly-detection-on-ubnormalMIL#13AUC: 50.3%RBDC: 0.002TBDC: 0.001
weakly-supervised-video-anomaly-detection-on-shanghaitech-weakly-supervisedMIL-Rank#13AUC-ROC: 85.33FAR-Normal: 0.15
anomaly-detection-in-surveillance-videos-on-ucf-crimeSultani et al.#16ROC AUC: 75.41Decidability: 0.613EER: 0.353