Ontology Learning on Wikipedia (test)
0.134Literal F1Memorisation
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Memorisation2024.10 | 0.134 | 0.837 | 0.314 | 0.419 | 0.063 | |
| Finetune2024.10 | 0.124 | 0.884 | 0.47 | 0.588 | 0.05 | |
| OLLM2024.10 | 0.093 | 0.915 | 0.5 | 0.644 | 0.08 | |
| Promptingmode=One-shot2024.10 | 0.031 | 0.888 | 0.477 | 0.61 | 0.314 | |
| Promptingmode=Three-shot2024.10 | 0.031 | 0.88 | 0.475 | 0.622 | 0.354 | |
| Promptingmode=Zero-shot2024.10 | 0.007 | 0.871 | 0.455 | 0.639 | 0.341 | |
| Rebel2024.10 | 0.004 | 0.624 | 0.356 | 0.072 | 0.132 | |
| Hearst2024.10 | 0.003 | 0.538 | 0.35 | 0.544 | 0.163 |