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ResearchFormerly WizWand

Anomaly Detection on T-Group

697AUPRCUniGAD - GCN
-26.8088161.1031349.015536.9269Nov 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniGAD - GCNBackbone=GCN2024.11697
UniGAD - BWGBackbone=BWG2024.11430
GraphPrompt-U2024.11115
UniGAD - BWGTask-level=UniGAD (Ours)2024.1155.64
UniGAD - GCNTask-level=UniGAD (Ours)2024.1144.95
UniGAD - GCNBackbone=GCN2024.1135.02
UniGAD - BWGTask-level=UniGAD (Ours)2024.1131.31
UniGAD - BWGBackbone=BWG2024.1127.15
UniGAD - GCNTask-level=UniGAD (Ours)2024.1121.53
BWGNNTask-level=Node-level2024.1116.3
BernNetTask-level=Node-level2024.1113.51
GCNTask-level=Node-level2024.118.78
RQGNNTask-level=Graph-level2024.117.98
GATTask-level=Node-level2024.116.56
iGADTask-level=Graph-level2024.115.92
GraphSAGETask-level=Node-level2024.115.79
GraphPrompt-U2024.115.04
OCGINTask-level=Graph-level2024.114.46
OCGTLTask-level=Graph-level2024.114.3
GraphPrompt-UTask-level=Multi-task2024.114.25
SGCTask-level=Node-level2024.113.93
GLocalKDTask-level=Graph-level2024.112.51
GINTask-level=Node-level2024.111.65
GraphPrompt-UTask-level=Multi-task2024.111.06
PNATask-level=Node-level2024.111.03