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ResearchFormerly WizWand

Transductive Node Classification on Citeseer (100 random splits)

74.43AccuracySL-Tran
70.68671.65872.6373.602Nov 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SL-TranBackbone=Transformer2025.1174.43
Baseline-TranBackbone=Transformer2025.1173.56
SL-GCNBackbone=GCN2025.1173.29
Baseline-GCNBackbone=GCN2025.1173.16
Kuramoto-TranBackbone=Transformer2025.1172.97
Baseline-GATBackbone=GAT2025.1172.95
SL-GATBackbone=GAT2025.1172.93
GraphCON-GCNBackbone=GCN2025.1172.83
Graphcon-GATBackbone=GAT2025.1172.6
Graphcon-TranBackbone=Transformer2025.1172.51
Kuramoto-GATBackbone=GAT2025.1171.41
Kuramoto-GCNBackbone=GCN2025.1170.83