Link Prediction on WN v1
0.705MRRUltra+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ultra+Mode=Finetuned, Setup=Inductive (e), Vocabulary=V3+2026.05 | 0.705 | 0.789 | |
| HYPERsetup=3KG, zero-shot=true2025.06 | 0.703 | 0.799 | |
| MotifMode=Finetuned, Setup=Inductive (e)2026.05 | 0.703 | 0.806 | |
| HYPERsetup=3KG + 2HG, zero-shot=true2025.06 | 0.702 | 0.782 | |
| UltraMode=Finetuned, Setup=Inductive (e)2026.05 | 0.685 | 0.793 | |
| ULTRAsetup=3KG, zero-shot=true2025.06 | 0.648 | 0.768 | |
| HYPERsetup=4HG, zero-shot=true2025.06 | 0.53 | 0.72 |