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ResearchFormerly WizWand

Node Classification on Wiki-CS (10%/10%/80% split)

83.53AccuracyGraphPFN
44.758854.824464.8974.9556Sep 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GraphPFNEvaluation Protocol=FT, Ensembling=true2025.0983.531.6
G2T-LimiXEvaluation Protocol=FT, Ensembling=true2025.0983.112.6
TAG-LimiXEvaluation Protocol=ICL, Ensembling=true2025.0982.645.8
TAG-TabPFNv2Evaluation Protocol=ICL, Ensembling=true2025.0982.597.6
GT2025.0982.5410.4
GAT2025.0982.259.2
GraphPFNEvaluation Protocol=FT2025.0981.914
G2T-LimiXEvaluation Protocol=FT2025.0981.96
GCN2025.0981.7411.4
GraphPFNEvaluation Protocol=ICL, Ensembling=true2025.0981.696.4
GraphSAGE2025.0981.511.6
G2T-LimiXEvaluation Protocol=ICL, Ensembling=true2025.0981.098.8
G2T-LimiXEvaluation Protocol=ICL2025.0980.1210.2
GraphPFNEvaluation Protocol=ICL2025.0979.5810
OpenGraphEvaluation Protocol=ICL2025.0975.6616.8
AnyGraphEvaluation Protocol=ICL2025.0965.1717
GCOPEEvaluation Protocol=FT2025.0959.1315.6
TS-GNNEvaluation Protocol=ICL2025.0946.2515.6