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ResearchFormerly WizWand

Node Classification on facebook (10%/10%/80% split)

93.94AccuracyGraphPFN
59.859268.707177.55586.4029Sep 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GraphPFNEvaluation Protocol=FT, Ensembling=true2025.0993.941.6
TAG-TabPFNv2Evaluation Protocol=ICL, Ensembling=true2025.0993.117.6
GraphPFNEvaluation Protocol=FT2025.0992.914
TAG-LimiXEvaluation Protocol=ICL, Ensembling=true2025.0992.855.8
GAT2025.0992.619.2
G2T-LimiXEvaluation Protocol=FT, Ensembling=true2025.0992.532.6
G2T-LimiXEvaluation Protocol=FT2025.0992.176
GT2025.0991.7110.4
GraphPFNEvaluation Protocol=ICL, Ensembling=true2025.0991.76.4
G2T-LimiXEvaluation Protocol=ICL, Ensembling=true2025.0991.668.8
G2T-LimiXEvaluation Protocol=ICL2025.0991.310.2
GCN2025.0991.2611.4
GraphSAGE2025.0991.1211.6
GraphPFNEvaluation Protocol=ICL2025.0990.4410
GCOPEEvaluation Protocol=FT2025.0985.0815.6
TS-GNNEvaluation Protocol=ICL2025.0977.8715.6
OpenGraphEvaluation Protocol=ICL2025.0975.2716.8
AnyGraphEvaluation Protocol=ICL2025.0961.1717