Link Prediction on Metafam
1MRRMotif
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MotifEvaluation Protocol=Finetuned Inductive2026.05 | 1 | 1 | — | |
| Ultra+Evaluation Protocol=Finetuned Inductive, Vocab=V_3^+2026.05 | 1 | 1 | — | |
| ULTRAEvaluation Regime=Fine-tuned2023.10 | 0.997 | 1 | 1 | |
| UltraEvaluation Protocol=Finetuned Inductive2026.05 | 0.997 | 1 | — | |
| HYPERInference Mode=Zero-shot, Variant=3KG + 2HG2025.06 | 0.457 | 0.875 | — | |
| HYPERInference Mode=Zero-shot, Variant=3KG2025.06 | 0.395 | 0.804 | — | |
| ULTRAEvaluation Regime=Zero-shot2023.10 | 0.238 | 0.644 | 1 | |
| ULTRAInference Mode=Zero-shot, Variant=3KG2025.06 | 0.238 | 0.644 | — | |
| HYPERInference Mode=Zero-shot, Variant=4HG2025.06 | 0.191 | 0.606 | — | |
| Supervised SOTAEvaluation Regime=Supervised2023.10 | — | — | 1 |