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ResearchFormerly WizWand

Anomaly Detection on MUTAG

99.99AUPRCBWGNN
2.094827.509952.92578.3401Nov 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BWGNNTask-level=Node-level2024.1199.99
UniGAD - BWGTask-level=UniGAD (Ours)2024.1192
UniGAD - GCNTask-level=UniGAD (Ours)2024.1191.66
RQGNNTask-level=Graph-level2024.1191.27
iGADTask-level=Graph-level2024.1191.07
UniGAD - BWGTask-level=UniGAD (Ours)2024.1187.15
UniGAD - GCNTask-level=UniGAD (Ours)2024.1186.6
GraphPrompt-U2024.1183.44
GATTask-level=Node-level2024.1182.44
GCNTask-level=Node-level2024.1182.17
GINTask-level=Node-level2024.1181.91
GraphSAGETask-level=Node-level2024.1180.2
BernNetTask-level=Node-level2024.1172.17
GraphPrompt-UTask-level=Multi-task2024.1170.41
PNATask-level=Node-level2024.1170.16
GmapADTask-level=Graph-level2024.1160.96
GraphPrompt-UTask-level=Multi-task2024.1160.7
UniGAD - GCNBackbone=GCN2024.1152.67
GraphPrompt-U2024.1146.84
UniGAD - GCNBackbone=GCN2024.1140.63
UniGAD - BWGBackbone=BWG2024.1138.64
SGCTask-level=Node-level2024.1134.32
OCGTLTask-level=Graph-level2024.1133.87
All-in-One-UTask-level=Multi-task2024.1133.09
OCGINTask-level=Graph-level2024.1131.02
All-in-One-U2024.1128.38
UniGAD - BWGBackbone=BWG2024.1127.56
GLocalKDTask-level=Graph-level2024.1123.01
All-in-One-U2024.119.6
All-in-One-UTask-level=Multi-task2024.115.86