Link Prediction on WIKICS (Accuracy %)
91.75Accuracy (%)Sentence-BERT
Evaluation results
| Method | Links | |
|---|---|---|
| Sentence-BERTCategory=BERT2026.06 | 91.75 | |
| PromptGNN-simCategory=Ours, Backbone=Llama3B2026.06 | 89.93 | |
| BERTCategory=BERT2026.06 | 89.32 | |
| GCNCategory=GNNs2026.06 | 78.4 | |
| GraphCLCategory=GNNs2026.06 | 77.44 | |
| GraphSAGECategory=GNNs2026.06 | 76.43 | |
| GATCategory=GNNs2026.06 | 74.12 | |
| MLPCategory=GNNs2026.06 | 73.24 | |
| GLNNCategory=GNNs2026.06 | 70.41 | |
| GraphormerCategory=GNNs2026.06 | 68.4 | |
| NodeFormerCategory=GNNs2026.06 | 62.04 |