Link Prediction on HM 5k
0.049MRRMotif
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MotifMode=Finetuned, Setup=Inductive (e)2026.05 | 0.049 | 0.091 | — | |
| ULTRAEvaluation Regime=Zero-shot2023.10 | 0.034 | 0.071 | 0.694 | |
| ULTRAsetup=3KG, zero-shot=true2025.06 | 0.034 | 0.071 | — | |
| HYPERsetup=3KG + 2HG, zero-shot=true2025.06 | 0.034 | 0.086 | — | |
| HYPERsetup=3KG, zero-shot=true2025.06 | 0.033 | 0.069 | — | |
| ULTRAEvaluation Regime=Fine-tuned2023.10 | 0.025 | 0.068 | 0.657 | |
| UltraMode=Finetuned, Setup=Inductive (e)2026.05 | 0.025 | 0.068 | — | |
| Ultra+Mode=Finetuned, Setup=Inductive (e), Vocabulary=V3+2026.05 | 0.025 | 0.05 | — | |
| HYPERsetup=4HG, zero-shot=true2025.06 | 0.024 | 0.058 | — | |
| Supervised SOTAEvaluation Regime=Supervised2023.10 | — | — | 0.399 |