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Abnormal Event Detection on UCSD Ped2 v1 (test)
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96.5
AUC
Proposed method (G_theta and D_phi)
53.964
65.007
76.05
87.093
Apr 23, 2018
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Proposed method (G_theta and D_phi)
Components=Generator a...
2018.04
96.5
Proposed method (G_theta)
Components=Generator o...
2018.04
95.9
Optical flow-GAN
Evaluation level=frame...
2018.04
93.5
Stacked RNN
Evaluation level=frame...
2018.04
92.2
AMDN
Evaluation level=frame...
2018.04
90.8
Conv-AE
Evaluation level=frame...
2018.04
90
ConvLSTM-AE
Evaluation level=frame...
2018.04
88.1
Proposed method (D_phi)
Components=Discriminat...
2018.04
86.2
Unmasking
Evaluation level=frame...
2018.04
82.2
MPPCA
Evaluation level=frame...
2018.04
69.3
MPPCA + SF
Evaluation level=frame...
2018.04
61.3
Social force (SF)
Evaluation level=frame...
2018.04
55.6
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