Link Prediction on WK-25 inductive (e, r) (test)
0.321MRRULTRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ULTRATraining Regime=Fine-tuned2023.10 | 0.321 | 0.535 | |
| ULTRATraining Regime=Zero-shot2023.10 | 0.316 | 0.532 | |
| ULTRAInference Mode=Zero-shot, Variant=3KG2025.06 | 0.316 | 0.532 | |
| HYPERInference Mode=Zero-shot, Variant=3KG + 2HG2025.06 | 0.281 | 0.428 | |
| HYPERInference Mode=Zero-shot, Variant=3KG2025.06 | 0.276 | 0.41 | |
| HYPERInference Mode=Zero-shot, Variant=4HG2025.06 | 0.215 | 0.422 | |
| Supervised SOTATraining Regime=Supervised2023.10 | 0.186 | 0.309 |