Lexical Entailment on Hyperlex (Random)
0.828Spearman CorrelationROBERTa best
Evaluation results
| Method | Links | |
|---|---|---|
| ROBERTa bestSetting=fine-tuned2024.03 | 0.828 | |
| LEARSetting=fine-tuned2024.03 | 0.692 | |
| ROBERTa meanSetting=fine-tuned2024.03 | 0.638 | |
| SeVeNSetting=zero-shot2024.03 | 0.627 | |
| TaxoLLaMASetting=zero-shot2024.03 | 0.593 | |
| RelativeSetting=zero-shot2024.03 | 0.584 | |
| GRV SISetting=zero-shot2024.03 | 0.554 | |
| Pair2VecSetting=zero-shot2024.03 | 0.545 | |
| FastTextSetting=zero-shot2024.03 | 0.543 |