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ResearchFormerly WizWand

Graph Classification on COLLAB 1% label rate

65.86AccuracySpecMatch-CL
57.12459.39261.6663.928Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SpecMatch-CLLabel Rate=1%2025.1165.86
MSSGCLLabel Rate=1%2025.1165.02
GraphCLLabel Rate=1%2025.1164.57
JOAOv2Label Rate=1%2025.1164.51
SimGRACELabel Rate=1%2025.1164.28
JOAOLabel Rate=1%2025.1163.71
GAELabel Rate=1%2025.1163.2
InfomaxLabel Rate=1%2025.1161.7
AugmentationsLabel Rate=1%2025.1158.4
ContextPredLabel Rate=1%2025.1157.6
No pre-train.Label Rate=1%2025.1157.46