Anomaly Detection on UBI-Fights

Metric: EER (higher is better)

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#	Model↕	EER▼	Augmentations	Paper	Date↕	Code
1	Adversarial Generator	0.484	No	Abnormal Event Detection in Videos using Generat...	2017-08-31	-
2	Adversarial Generator	0.484	No	Abnormal Event Detection in Videos using Generat...	2017-08-31	-
3	LSTM-VAE	0.48	No	Abnormal Event Detection in Videos using Spatiot...	2017-01-06	Code
4	LSTM-AE	0.48	No	Abnormal Event Detection in Videos using Spatiot...	2017-01-06	Code
5	s2-VAE	0.475	No	-	-	Code
6	Hasan et al.	0.466	No	Learning Temporal Regularity in Video Sequences	2016-04-15	Code
7	Hasan et al.	0.466	No	Learning Temporal Regularity in Video Sequences	2016-04-15	Code
8	s2-VAE	0.427	No	-	-	Code
9	Sultani et al.	0.294	No	Real-world Anomaly Detection in Surveillance Vid...	2018-01-12	Code
10	SS-Model	0.284	No	-	-	Code
11	SS-Model + WS-Model + Sultani et al.	0.216	No	-	-	Code
12	Sultani et al.	0.186	No	Real-world Anomaly Detection in Surveillance Vid...	2018-01-12	Code
13	GMM	0.16	No	-	-	Code