Link Prediction on WN v4
0.662MRRUltra+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ultra+Mode=Finetuned, Setup=Inductive (e), Vocabulary=V3+2026.05 | 0.662 | 0.748 | |
| MotifMode=Finetuned, Setup=Inductive (e)2026.05 | 0.659 | 0.733 | |
| HYPERsetup=3KG, zero-shot=true2025.06 | 0.644 | 0.721 | |
| HYPERsetup=3KG + 2HG, zero-shot=true2025.06 | 0.64 | 0.71 | |
| UltraMode=Finetuned, Setup=Inductive (e)2026.05 | 0.614 | 0.72 | |
| ULTRAsetup=3KG, zero-shot=true2025.06 | 0.611 | 0.705 | |
| HYPERsetup=4HG, zero-shot=true2025.06 | 0.514 | 0.652 |