Link Prediction on CORA (Accuracy (%))
87.54Accuracy (%)PromptGNN-sim
Evaluation results
| Method | Links | |
|---|---|---|
| PromptGNN-simCategory=Ours, Backbone=Llama3B2026.06 | 87.54 | |
| GraphSAGECategory=GNNs2026.06 | 79.99 | |
| Sentence-BERTCategory=BERT2026.06 | 78.97 | |
| GCNCategory=GNNs2026.06 | 77.65 | |
| GraphCLCategory=GNNs2026.06 | 77.01 | |
| MLPCategory=GNNs2026.06 | 75.99 | |
| GATCategory=GNNs2026.06 | 71.33 | |
| GLNNCategory=GNNs2026.06 | 69.91 | |
| GraphormerCategory=GNNs2026.06 | 68.41 | |
| NodeFormerCategory=GNNs2026.06 | 61.48 | |
| BERTCategory=BERT2026.06 | 60.53 |