Abnormal Event Detection In Video on UBI-Fights

Metric: EER (higher is better)

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#	Model↕	EER▼	Extra Data	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

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