Link Prediction on HM 3k
0.054MRRMotif
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MotifMode=Finetuned, Setup=Inductive (e)2026.05 | 0.054 | 0.103 | — | |
| ULTRAEvaluation Regime=Zero-shot2023.10 | 0.037 | 0.077 | 0.717 | |
| ULTRAsetup=3KG, zero-shot=true2025.06 | 0.037 | 0.077 | — | |
| HYPERsetup=3KG + 2HG, zero-shot=true2025.06 | 0.037 | 0.092 | — | |
| HYPERsetup=3KG, zero-shot=true2025.06 | 0.036 | 0.073 | — | |
| ULTRAEvaluation Regime=Fine-tuned2023.10 | 0.03 | 0.09 | 0.717 | |
| UltraMode=Finetuned, Setup=Inductive (e)2026.05 | 0.03 | 0.09 | — | |
| Ultra+Mode=Finetuned, Setup=Inductive (e), Vocabulary=V3+2026.05 | 0.025 | 0.062 | — | |
| HYPERsetup=4HG, zero-shot=true2025.06 | 0.024 | 0.064 | — | |
| Supervised SOTAEvaluation Regime=Supervised2023.10 | — | — | 0.375 |