Link Prediction on ILPC Small
0.307MRRUltra+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ultra+Mode=Finetuned, Setup=Inductive (e), Vocabulary=V3+2026.05 | 0.307 | 0.45 | |
| UltraMode=Finetuned, Setup=Inductive (e)2026.05 | 0.303 | 0.453 | |
| ULTRAsetup=3KG, zero-shot=true2025.06 | 0.302 | 0.443 | |
| MotifMode=Finetuned, Setup=Inductive (e)2026.05 | 0.302 | 0.449 | |
| HYPERsetup=3KG + 2HG, zero-shot=true2025.06 | 0.296 | 0.448 | |
| HYPERsetup=3KG, zero-shot=true2025.06 | 0.291 | 0.438 | |
| HYPERsetup=4HG, zero-shot=true2025.06 | 0.169 | 0.347 |