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ResearchFormerly WizWand

Video Anomaly Detection on UCF-Crime (frame-level)

90.33AUCPI-VAD
63.466870.440977.41584.3891Feb 11, 2026Feb 12, 2026Feb 14, 2026Feb 16, 2026Feb 18, 2026Feb 20, 2026Feb 22, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PI-VADVenue=CVPR’25, Training=Weakly-Supervised2026.0290.33
TG-MVADVenue=This Work, Modality=Text+RGB+Flow2026.0289.67
TG-MVADVenue=This Work, Modality=Text+RGB2026.0289.18
VadCLIPVenue=AAAI’24, Training=Weakly-Supervised2026.0288.02
TPWNGVenue=CVPR’24, Training=Weakly-Supervised2026.0287.79
Holmes-VAUVenue=CVPR’25, Training=Weakly-Supervised2026.0287.68
CLIP-TSAVenue=ICIP’23, Training=Weakly-Supervised2026.0287.58
TG-MVADVenue=This Work, Modality=RGB+Flow2026.0287.46
UR-DMUVenue=AAAI’23, Modality=RGB2026.0286.97
Tan et al.Venue=WACVW’24, Modality=RGB+Flow2026.0286.71
VERAVenue=CVPR’25, Training=Weakly-Supervised2026.0286.55
LSTCVenue=ICME’23, Modality=RGB2026.0285.88
DARVenue=TIFS’23, Modality=RGB+Flow2026.0285.36
Yuan et al.Venue=TCSVT’24, Modality=Text+RGB2026.0285.3
DARVenue=TIFS’23, Modality=RGB2026.0285.18
TEVADVenue=CVPRW’23, Modality=Text+RGB2026.0284.9
Wu et al.Venue=TIP’21, Modality=RGB2026.0284.89
Shi et al.Venue=Access’24, Modality=Text+RGB2026.0284.64
AnomizeVenue=CVPR’25, Training=Weakly-Supervised2026.0284.49
RTFMVenue=ICCV’21, Modality=RGB2026.0284.3
MISTVenue=CVPR’21, Modality=RGB2026.0282.3
LAVIDATraining=Zero-Shot2026.0282.18
EventVADVenue=ACM’25, Training=Zero-Shot2026.0282.03
MSAFVenue=SPL’22, Modality=RGB+Flow2026.0281.34
LAVADVenue=CVPR’24, Training=Zero-Shot2026.0280.82
AnyAnomalyVenue=WACV’26, Training=Zero-Shot2026.0280.7
MULDEVenue=CVPR’24, Training=Unsupervised2026.0278.5
Sultani et al.Venue=CVPR’18, Modality=RGB2026.0275.41
FPDMVenue=ICCV’23, Training=Unsupervised2026.0274.7
GCLVenue=CVPR’22, Training=Unsupervised2026.0274.2
GODSVenue=ICCV’19, Training=Unsupervised2026.0270.4
MSMAVenue=ICLR’21, Training=Unsupervised2026.0264.5