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ResearchFormerly WizWand

Node Classification on IMDB MAM

0.625AccuracyCIT-APPNP
0.518920.546460.5740.60154Mar 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CIT-APPNPBackbone=APPNP, Mechanism=CIT2024.030.6250.62
APPNPBackbone=APPNP2024.030.62010.6134
CIT-APPNP(w/o)Backbone=APPNP, Mechanism=CIT without transfer part2024.030.61810.6098
EERM-APPNPBackbone=APPNP, Mechanism=EERM2024.030.61270.603
SR-APPNPBackbone=APPNP, Mechanism=SR2024.030.6070.6014
SR-GCNBackbone=GCN, Mechanism=SR2024.030.59840.5821
CIT-GATBackbone=GAT, Mechanism=CIT2024.030.59510.584
SR-GATBackbone=GAT, Mechanism=SR2024.030.59050.5742
GCNBackbone=GCN2024.030.58980.5701
GATBackbone=GAT2024.030.58640.5772
EERM-GATBackbone=GAT, Mechanism=EERM2024.030.5820.5725
CIT-GCN(w/o)Backbone=GCN, Mechanism=CIT without transfer part2024.030.57930.5623
EERM-GCNBackbone=GCN, Mechanism=EERM2024.030.57210.5652
CIT-GAT(w/o)Backbone=GAT, Mechanism=CIT without transfer part2024.030.57180.5682
CIT-GCNBackbone=GCN, Mechanism=CIT2024.030.56680.5466
EERM-GCNIIBackbone=GCNII, Mechanism=EERM2024.030.54320.497
SR-GCNIIBackbone=GCNII, Mechanism=SR2024.030.5420.49
CIT-GCNIIBackbone=GCNII, Mechanism=CIT2024.030.53690.4884
GCNIIBackbone=GCNII2024.030.52450.4761
CIT-GCNII(w/o)Backbone=GCNII, Mechanism=CIT without transfer part2024.030.5230.4801