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ResearchFormerly WizWand

Graph Classification on obgn-Home (test)

74.7AccuracySA2GFM
51.50857.52963.5569.571Nov 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
SA2GFMshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1174.7
MDGFMshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1172
GraphPromptshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1169.4
GraphBridgeshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1165.2
DGIshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1164.4
GCOPEshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1164.2
GATshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1163.8
MDGPTshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1163.1
GRAPHCLshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1163
GCNshot=5-shot, attack=non-targeted structure attack, lambda=0.82025.1152.4