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Graph Anomaly Detection on MUTAG

0.9673AUROC

UniGAD

Updated 4d ago

Evaluation Results

Method	Links
UniGAD 2024.11		0.9673
RQGNN 2024.11		0.9641
UniGAD 2024.11		0.9633
IGAD 2024.11		0.9628
OCGTL 2024.11		0.9219
OCGIN 2024.11		0.895
SIGOOD 2026.02		0.857
GOODAT 2026.02		0.8184
GraphPrompt-U 2024.11		0.8137
GmapAD 2024.11		0.7548
GraphCL-MD 2026.02		0.7303
GLocalKD 2024.11		0.7277
GTrans 2026.02		0.6238
PK-iF 2026.02		0.5429
WL-LOF 2026.02		0.5331
WL-OCSVM 2026.02		0.5331
WL-iF 2026.02		0.5143
InfoGraph-iF 2026.02		0.5143
PK-LOF 2026.02		0.5104
GraphCL-iF 2026.02		0.5086
InfoGraph-MD 2026.02		0.5079
PK-OCSVM 2026.02		0.4971
All-in-One-U 2024.11		0.4898