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Semi Supervised Anomaly Detection On Ubi

Metrics

AUC

Decidability

EER

Results

Performance results of various models on this benchmark

				Paper Title	Repository
SS-Model + WS-Model + Sultani et al.	0.846	1.108	0.216	Iterative weak/self-supervised classification framework for abnormal events detection	-
SS-Model	0.819	0.986	0.284	Iterative weak/self-supervised classification framework for abnormal events detection	-
Sultani et al.	0.787	0.738	0.294	Real-world Anomaly Detection in Surveillance Videos
LSTM-AE	0.541	0.059	0.480	Abnormal Event Detection in Videos using Spatiotemporal Autoencoder
s2-VAE	0.540	0.164	0.475	Generative Neural Networks for Anomaly Detection in Crowded Scenes	-
Adversarial Generator	0.533	0.147	0.484	Abnormal Event Detection in Videos using Generative Adversarial Nets	-
Hasan et al.	0.528	0.194	0.466	Learning Temporal Regularity in Video Sequences

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