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Transductive Node Classification on Cora 100 random dataset splits

0.8327AccuracyBaseline-Tran
0.7930760.8033630.813650.823937Nov 11, 2025

Evaluation results

MethodLinks
Baseline-TranBackbone=Transformer2025.110.8327
SL-GCNBackbone=GCN2025.110.8292
SL-TranBackbone=Transformer2025.110.8284
Baseline-GCNBackbone=GCN2025.110.8235
Kuramoto-TranBackbone=Transformer2025.110.8229
Graphcon-TranBackbone=Transformer2025.110.8211
SL-GATBackbone=GAT2025.110.8197
Graphcon-GATBackbone=GAT2025.110.8164
GraphCON-GCNBackbone=GCN2025.110.815
Kuramoto-GATBackbone=GAT2025.110.8063
Baseline-GATBackbone=GAT2025.110.8041
Kuramoto-GCNBackbone=GCN2025.110.7946