Link Prediction on HM 1k
6.7MRRMotif
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MotifMode=Finetuned, Setup=Inductive (e)2026.05 | 6.7 | 10.7 | — | |
| ULTRAEvaluation Regime=Zero-shot2023.10 | 5.9 | 9.2 | 79.6 | |
| ULTRAsetup=3KG, zero-shot=true2025.06 | 5.9 | 9.2 | — | |
| HYPERsetup=3KG, zero-shot=true2025.06 | 4.6 | 9.2 | — | |
| HYPERsetup=3KG + 2HG, zero-shot=true2025.06 | 4.3 | 10.6 | — | |
| Ultra+Mode=Finetuned, Setup=Inductive (e), Vocabulary=V3+2026.05 | 4.3 | 9.8 | — | |
| ULTRAEvaluation Regime=Fine-tuned2023.10 | 4.2 | 10 | 83.9 | |
| UltraMode=Finetuned, Setup=Inductive (e)2026.05 | 4.2 | 10 | — | |
| HYPERsetup=4HG, zero-shot=true2025.06 | 2.7 | 7.5 | — | |
| Supervised SOTAEvaluation Regime=Supervised2023.10 | — | — | 62.5 |