Papers with Code · CC BY-SA 4.0

Semi-supervised Anomaly Detection

13 평가 기록 3 datasets

논문

Approaches Toward Physical and General Video Anomaly Detection

2112.07661 2021-12-14 이 페이지의 평가 4건

Avg. ROC-AUC: 0.78Architecture: ViT

Iterative weak/self-supervised classification framework for abnormal events detection

2021-01-03 이 페이지의 평가 2건

AUC: 0.846Decidability: 1.108EER: 0.216

Learning Memory-guided Normality for Anomaly Detection

2003.13228 2020-03-30 이 페이지의 평가 2건

Avg. ROC-AUC: 0.55

Abnormal Event Detection in Videos using Generative Adversarial Nets

1708.09644 2017-08-31 이 페이지의 평가 1건

AUC: 0.533Decidability: 0.147EER: 0.484

Abnormal Event Detection in Videos using Spatiotemporal Autoencoder

1701.01546 2017-01-06 이 페이지의 평가 1건

AUC: 0.541Decidability: 0.059EER: 0.480

Generative Neural Networks for Anomaly Detection in Crowded Scenes

2018-10-29 이 페이지의 평가 1건

AUC: 0.540Decidability: 0.164EER: 0.475

Learning Temporal Regularity in Video Sequences

1604.04574 2016-04-15 이 페이지의 평가 1건

AUC: 0.528Decidability: 0.194EER: 0.466

Real-world Anomaly Detection in Surveillance Videos

1801.04264 2018-01-12 이 페이지의 평가 1건

AUC: 0.787Decidability: 0.738EER: 0.294