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ResearchFormerly WizWand

Node Property Prediction on MAG240M (test)

75.04AccuracyR-GCN
56.78861.526566.26571.0035Dec 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
R-GCNFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.1275.04
HGTFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.1274.97
GraphSAINTFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.1273.29
ClusterGCNFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.1272.02
GATFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.1271.95
GraphSAGEFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.1271.15
R-GCNFeatures=Text (RoBERTa)2025.1268.6
GraphSAGEFeatures=Text (RoBERTa)2025.1266.32
GATFeatures=Text (RoBERTa)2025.1266.3
GraphSAINTFeatures=Text (RoBERTa)2025.1264.73
ClusterGCNFeatures=Text (RoBERTa)2025.1261.85
HGTFeatures=Text (RoBERTa)2025.1257.49