Node Property Prediction on MAG240M (test)
75.04AccuracyR-GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| R-GCNFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.12 | 75.04 | |
| HGTFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.12 | 74.97 | |
| GraphSAINTFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.12 | 73.29 | |
| ClusterGCNFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.12 | 72.02 | |
| GATFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.12 | 71.95 | |
| GraphSAGEFeatures=gHAWK+Text (Bloom+TransE+RoBERTa)2025.12 | 71.15 | |
| R-GCNFeatures=Text (RoBERTa)2025.12 | 68.6 | |
| GraphSAGEFeatures=Text (RoBERTa)2025.12 | 66.32 | |
| GATFeatures=Text (RoBERTa)2025.12 | 66.3 | |
| GraphSAINTFeatures=Text (RoBERTa)2025.12 | 64.73 | |
| ClusterGCNFeatures=Text (RoBERTa)2025.12 | 61.85 | |
| HGTFeatures=Text (RoBERTa)2025.12 | 57.49 |