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ResearchFormerly WizWand

Node Classification on PubMed (CA, ASR)

95.88Accuracy Success Rate (ASR)RIGBD
-3.554422.260348.07573.8897May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RIGBDAttack=DPGBA2026.0595.8878.64
RIGBDAttack=UGBA2026.0595.4878.06
No DefenseAttack=DPGBA2026.0595.2483.36
ODAttack=GTA2026.0594.8578.92
No DefenseAttack=GTA2026.0594.4582.09
SPAttack=DPGBA2026.0593.1782.96
ODAttack=DPGBA2026.0592.7983.11
No DefenseAttack=UGBA2026.0591.7882.29
SPAttack=UGBA2026.0591.7782.41
RIGBDAttack=GTA2026.0577.8579.71
SPAttack=GTA2026.0574.3881.47
ODAttack=UGBA2026.0552.3383.51
No DefenseAttack=SBA2026.0528.5785.13
ODAttack=SBA2026.0517.9985.34
GNNGuardAttack=SBA2026.0516.3580.94
GNNGuardAttack=DPGBA2026.0512.8781.46
RIGBDAttack=SBA2026.0511.5178.67
GNNGuardAttack=GTA2026.058.8480.35
GNNGuardAttack=UGBA2026.058.2677.48
PRAETORIANAttack=UGBA2026.053.6784.47
SPAttack=SBA2026.053.3584.99
PRAETORIANAttack=DPGBA2026.052.2484.06
PRAETORIANAttack=SBA2026.050.9185.21
PRAETORIANAttack=GTA2026.050.2783.18