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ResearchFormerly WizWand

Weakly Supervised Video Anomaly Detection on UCFCrime 1.0 (test)

88.08AUCSTPrompt
48.580858.835469.0979.3446Aug 12, 2024
Updated 8mo ago

Evaluation results

MethodLinks
STPromptFeature=CLIP2024.0888.0823.9
VadCLIPFeature=CLIP2024.0888.0222.05
CLIP-TSAFeature=CLIP2024.0887.58—
DMUFeature=CLIP2024.0886.75—
UMILFeature=CLIP2024.0886.75—
OPVADFeature=CLIP2024.0886.05—
RTFMFeature=CLIP2024.0885.66—
Ju et al.Feature=CLIP2024.0884.72—
Wu et al.Feature=CLIP2024.0884.57—
Sultani et al.Feature=CLIP2024.0884.14—
AVVDFeature=CLIP2024.0882.45—
Liu et al.Feature=I3D-ResNet2024.088216.4
NLNFeature=I3D-ResNet2024.0878.912.2
3DResNetFeature=I3D-ResNet2024.0877.510.3
ARTNetFeature=ARTNets2024.0875.111.4
T-C3DFeature=C3D2024.0874.510.2
C3DFeature=C3D2024.0870.17.2
Sultani et al.†Feature=CLIP2024.0867.1116.82
OCSVMFeature=CLIP2024.0863.2—
TSNFeature=TSN2024.0853.22.6
Two StreamFeature=Two-stream2024.0851.22.2
Hasan et al.Feature=CLIP2024.0851.2—
SVM baselineFeature=CLIP2024.0850.1—