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Benchmarks
Node Property Prediction on MAG240M (test)
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75.04
Accuracy
R-GCN
56.788
61.5265
66.265
71.0035
Dec 9, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
R-GCN
Features=gHAWK+Text (B...
2025.12
75.04
HGT
Features=gHAWK+Text (B...
2025.12
74.97
GraphSAINT
Features=gHAWK+Text (B...
2025.12
73.29
ClusterGCN
Features=gHAWK+Text (B...
2025.12
72.02
GAT
Features=gHAWK+Text (B...
2025.12
71.95
GraphSAGE
Features=gHAWK+Text (B...
2025.12
71.15
R-GCN
Features=Text (RoBERTa)
2025.12
68.6
GraphSAGE
Features=Text (RoBERTa)
2025.12
66.32
GAT
Features=Text (RoBERTa)
2025.12
66.3
GraphSAINT
Features=Text (RoBERTa)
2025.12
64.73
ClusterGCN
Features=Text (RoBERTa)
2025.12
61.85
HGT
Features=Text (RoBERTa)
2025.12
57.49
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