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Video Anomaly Detection on CUHK Avenue (Ave) (test)

93.7AUC

HSC

Updated 4d ago

Evaluation Results

Method
HSC 2024.07	93.7	-	-	-	-
LBR-SPR 2021.08	92.8	-	-	-	-
DMAD 2024.09	92.8	-	-	-	-
VPC 2024.09	92.8	-	-	-	-
HSC 2024.09	92.4	-	-	-	-
Zhang et al. 2024.09	92.4	-	-	-	-
BackAgnostic 2021.06	92.3	-	-	-	-
Georgescu et al. 2021.10	92.3	-	-	-	-
BAF 2021.08	92.3	-	-	-	-
BAF 2024.07	92.3	-	-	-	-
SSL 2024.07	92.2	-	-	-	-
Jigsaw 2024.09	92.2	-	-	-	-
MTL 2021.06	91.5	-	-	-	-
SSMTL 2021.08	91.5	-	-	-	-
Sun et al. 2024.09	91.5	-	-	-	-
AED-MAE 2025.03	91.3	-	-	-	-
MA-PDM 2025.03	91.3	-	-	-	-
Ristea et al. 2024.09	91.3	-	-	-	-
HF2 2021.08	91.1	-	-	-	-
HF2 2024.07	91.1	-	-	-	-
HF2-VAD 2024.09	91.1	-	-	-	-
SLM 2025.03	90.9	-	-	-	-
SLM 2024.07	90.9	-	-	-	-
LBR-SPR 2021.08	90.7	-	-	-	-
Object-Centric 2021.08	90.4	-	-	-	-
VEC 2021.08	90.2	-	-	-	-
FPDM 2025.03	90.1	-	-	-	-
FPDM 2024.07	90.1	-	-	-	-
FPDM 2024.09	90.1	-	-	-	-
BMAN 2021.10	90	-	-	-	-
BMAN 2021.08	90	-	-	-	-
DLAN-AC 2025.03	89.9	-	-	-	-
USTN-DSC 2025.03	89.9	-	-	-	-
DLAN-AC 2024.09	89.9	-	-	-	-
USTN-DSC 2024.09	89.9	-	-	-	-
AnomalyRuler 2025.03	89.7	-	-	-	-
LBR-SPR 2021.08	89.7	-	-	-	-
AnomalyRuler 2024.07	89.7	-	-	-	-
VECVAD 2021.06	89.6	-	-	-	-
VEC 2021.10	89.6	-	-	-	-
Scene-Aware 2021.08	89.6	-	-	-	-
MPN 2025.03	89.5	-	-	-	-
MPN 2021.08	89.5	-	-	-	-
MPN 2024.07	89.5	-	-	-	-
MPN 2024.09	89.5	-	-	-	-
Ionescu et al. [13] 2021.10	88.9	-	-	-	-
MNAD 2020.03	88.5	-	-	-	-
MNAD 2021.06	88.5	-	-	-	-
MNAD-Pred 2021.10	88.5	-	-	-	-
Mem-Guided 2021.08	88.5	-	-	-	-
LBR-SPR 2021.08	88.5	-	-	-	-
MNAD 2024.07	88.5	-	-	-	-
MNAD 2024.09	88.5	-	-	-	-
NGOF 2024.07	88.4	-	-	-	-
Multipath-Pred. 2021.08	88.3	-	-	-	-
ROADMAP 2024.09	88.3	-	-	-	-
Dummy Ano 2021.06	87.4	-	-	-	-
Ionescu et al. [12] 2021.10	87.4	-	-	-	-
LLSH 2024.09	87.4	-	-	-	-
AnyAnomaly 2025.03	87.3	-	-	-	-
AnyAnomaly 2025.03	87.3	-	-	-	-
Proposed method (G_theta and D_phi) 2018.04	87.2	-	-	-	-
STAN 2021.10	87.2	-	-	-	-
Ramachandra et al. 2021.10	87.2	-	-	-	-
STEAL-Net 2025.03	87.1	-	-	-	-
Wang et al. 2021.10	87	-	-	-	-
CAC 2021.08	87	-	-	-	-
Appearance-Motion Correspondence CNN 2019.08	86.9	-	-	-	-
AMC 2020.03	86.9	-	-	-	-
AMC 2021.06	86.9	-	-	-	-
AMC 2021.10	86.9	-	-	-	-
AM-Corr. 2021.08	86.9	-	-	-	-
AMC 2024.09	86.9	-	-	-	-
SIGNet 2021.08	86.8	-	-	-	-
Cao et al. 2024.09	86.8	-	-	-	-
AMMC-Net 2025.03	86.6	-	-	-	-
Proposed method (G_theta) 2018.04	86.6	-	-	-	-
AMmem 2021.06	86.6	-	-	-	-
DeepOC 2021.10	86.6	-	-	-	-
DeepOC 2021.08	86.6	-	-	-	-
AMMCN 2021.08	86.6	-	-	-	-
AMMC-Net 2024.09	86.6	-	-	-	-
VABD 2024.09	86.6	-	-	-	-
Any-Shot Sequential Anomaly Detection 2020.04	86.4	-	-	-	-
Proposed online anomaly detection method 2020.04	86.4	-	-	-	-
Doshi and Yilmaz 2021.10	86.4	-	-	-	-
Shibao et al. 2025.03	86.2	-	-	-	-
AnoPCN 2021.06	86.2	-	-	-	-
AnoPCN 2021.08	86.2	-	-	-	-
AnomalyNet 2021.08	86.1	-	-	-	-
CDDAE 2021.06	86	-	-	-	-
Chang et al. 2021.10	86	-	-	-	-
Attention 2021.08	86	-	-	-	-
Clustering-AE 2021.08	86	-	-	-	-
CDAE 2024.07	86	-	-	-	-
CDDA 2024.09	86	-	-	-	-
CT-D2GAN 2021.08	85.9	-	-	-	-
FewShotGAN 2021.06	85.8	-	-	-	-
CVRNN 2021.06	85.8	-	-	-	-
Lu et al. [28] 2021.10	85.8	-	-	-	-

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