ResearchBenchmarksTransductive Node Classification on tolokersFollow86.73AUC-ROCMAVN81.810883.087984.36585.6421Jun 2, 2026Evaluation ResultsMethodMethodLinksAUC-ROCMAVNBackbone=GATBackbone=GAT2026.0686.73MAVNBackbone=GCNBackbone=GCN2026.0686.64GCN2026.0686.3N^22026.0686.25ReP2026.0686.08Polynormer2026.0685.91GAT2026.0685.66MAVNBackbone=GraphSAGEBackbone=GraphSAGE2026.0685.59UniGCN2026.0685.18GraphSAGE2026.0684.82JDR2026.0684.73Co-GNN2026.0684.45PolyFormer2026.0684.32IPR-MPNN2026.0682