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ResearchFormerly WizWand

Node-level Anomaly Detection on Weibo

99.07AUROCUniGAD
47.579660.947374.31587.6827Nov 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UniGADTraining Strategy=Multi-task, Backbone=BWGNN2024.1199.07
UniGADTraining Strategy=Multi-task, Backbone=GCN2024.1199.02
GCNTraining Strategy=Single-level2024.1197.97
SGCTraining Strategy=Single-level2024.1197.71
PNATraining Strategy=Single-level2024.1197.43
BWGNNTraining Strategy=Single-level2024.1197.42
GINTraining Strategy=Single-level2024.1195.64
GraphSAGETraining Strategy=Single-level2024.1194.45
GATTraining Strategy=Single-level2024.1194.4
AMNetTraining Strategy=Single-level2024.1194.17
BernNetTraining Strategy=Single-level2024.1193.93
GraphPrompt-UTraining Strategy=Multi-task2024.1155.29
All-in-One-UTraining Strategy=Multi-task2024.1149.56