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ResearchFormerly WizWand

Graph Anomaly Detection on Disney (test)

16.17APNeighborDiv
2.98286.40649.8313.2536May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
NeighborDiv2026.0516.17—
GCN2026.0511.76—
AnomalyGFM2026.0511.53—
GHRN2026.0510.1—
UNPrompt2026.059.92—
GADAM2026.058.92—
AnomalyDAE2026.058.36—
BWGNN2026.056.65—
IA-GGAD2026.055.46—
GAT2026.055.2—
TAM2026.053.49—
AnomalyDAEEvaluation Protocol=SDIT, Method Category=Unsupervised GAD, Learning Setting=Learning-based2026.05—47.39
AnomalyGFMEvaluation Protocol=SDIT, Method Category=Generalist GAD, Learning Setting=Learning-based2026.05—65.16
BWGNNEvaluation Protocol=SDIT, Method Category=Supervised GAD, Learning Setting=Learning-based2026.05—46.89
GADAMEvaluation Protocol=SDIT, Method Category=Unsupervised GAD, Learning Setting=Learning-based2026.05—46.86
GATEvaluation Protocol=SDIT, Method Category=Supervised GAD, Learning Setting=Learning-based2026.05—47.85
GCNEvaluation Protocol=SDIT, Method Category=Supervised GAD, Learning Setting=Learning-based2026.05—54.24
GHRNEvaluation Protocol=SDIT, Method Category=Supervised GAD, Learning Setting=Learning-based2026.05—51.07
IA-GGADEvaluation Protocol=SDIT, Method Category=Generalist GAD, Learning Setting=Learning-based2026.05—46.12
NeighborDivEvaluation Protocol=SDIT, Method Category=Generalist GAD, Learning Setting=Training-free / Zero-shot2026.05—72.46
TAMEvaluation Protocol=SDIT, Method Category=Unsupervised GAD, Learning Setting=Learning-based2026.05—23.59
UNPromptEvaluation Protocol=SDIT, Method Category=Generalist GAD, Learning Setting=Learning-based2026.05—63.85