Link Prediction on NL-25 inductive (e, r) (test)
0.407MRRULTRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ULTRATraining Regime=Fine-tuned2023.10 | 0.407 | 59.6 | |
| ULTRATraining Regime=Zero-shot2023.10 | 0.395 | 56.9 | |
| ULTRAInference Mode=Zero-shot, Variant=3G2025.06 | 0.395 | 56.9 | |
| HYPERInference Mode=Zero-shot, Variant=3KG + 2HG2025.06 | 0.36 | 55.8 | |
| Supervised SOTATraining Regime=Supervised2023.10 | 0.334 | 50.1 | |
| HYPERInference Mode=Zero-shot, Variant=3KG2025.06 | 0.321 | 55 | |
| HYPERInference Mode=Zero-shot, Variant=4HG2025.06 | 0.214 | 43.1 |