Link Prediction on NL v3
0.589MRRUltra+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ultra+Mode=Finetuned, Setup=Inductive (e), Vocabulary=V3+2026.05 | 0.589 | 0.781 | |
| MotifMode=Finetuned, Setup=Inductive (e)2026.05 | 0.58 | 0.764 | |
| UltraMode=Finetuned, Setup=Inductive (e)2026.05 | 0.563 | 0.755 | |
| ULTRAsetup=3KG, zero-shot=true2025.06 | 0.515 | 0.702 | |
| HYPERsetup=3KG, zero-shot=true2025.06 | 0.51 | 0.692 | |
| HYPERsetup=3KG + 2HG, zero-shot=true2025.06 | 0.509 | 0.705 | |
| HYPERsetup=4HG, zero-shot=true2025.06 | 0.34 | 0.61 |