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ResearchFormerly WizWand

Graph Classification on NCI1 (10% label rate)

75.67AccuracySpecMatch-CL
72.893273.614174.33575.0559Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SpecMatch-CLLabel Rate=10%2025.1175.67
InfomaxLabel Rate=10%2025.1174.86
JOAOv2Label Rate=10%2025.1174.86
MSSGCLLabel Rate=10%2025.1174.77
GraphCLLabel Rate=10%2025.1174.63
SimGRACELabel Rate=10%2025.1174.6
JOAOLabel Rate=10%2025.1174.48
GAELabel Rate=10%2025.1174.36
No pre-train.Label Rate=10%2025.1173.72
AugmentationsLabel Rate=10%2025.1173.59
ContextPredLabel Rate=10%2025.1173