Link Prediction on CITESEER (Accuracy %)
93.19Accuracy (%)BERT
Evaluation results
| Method | Links | |
|---|---|---|
| BERTCategory=BERT2026.06 | 93.19 | |
| PromptGNN-simCategory=Ours, Backbone=Llama3B2026.06 | 86.27 | |
| Sentence-BERTCategory=BERT2026.06 | 85.73 | |
| GraphSAGECategory=GNNs2026.06 | 81.12 | |
| MLPCategory=GNNs2026.06 | 77.9 | |
| GCNCategory=GNNs2026.06 | 77.87 | |
| GraphCLCategory=GNNs2026.06 | 75.51 | |
| GATCategory=GNNs2026.06 | 72.06 | |
| GLNNCategory=GNNs2026.06 | 71.88 | |
| NodeFormerCategory=GNNs2026.06 | 63.06 | |
| GraphormerCategory=GNNs2026.06 | 62.24 |