Relation Extraction on RELX (test)
69.3F1 (en)mLUKE-E
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| mLUKE-EModel scale=base, Input features=entity-based2021.10 | 69.3 | 64.5 | 65.2 | 64.7 | 68.7 | 66.5 | |
| mLUKE-WModel scale=base, Input features=word-based2021.10 | 68.7 | 64.3 | 65.8 | 62.1 | 65 | 65.2 | |
| mLUKE-EModel scale=large, Input features=entity-based2021.10 | 68.1 | 65.8 | 67.8 | 66.4 | 64.4 | 66.5 | |
| XLM-RModel scale=large2021.10 | 68 | 65.3 | 65 | 63.3 | 64.1 | 65.1 | |
| XLM-RModel scale=base, Extra training=true2021.10 | 67 | 61.3 | 62.9 | 64.3 | 61.9 | 63.5 | |
| XLM-RModel scale=base2021.10 | 66.5 | 60.8 | 62.9 | 60.9 | 57.7 | 61.7 | |
| mLUKE-WModel scale=large, Input features=word-based2021.10 | 66.2 | 65.3 | 68.1 | 66.5 | 64.7 | 66.2 | |
| mBERT2021.10 | 65 | 57.3 | 61.6 | 58.9 | 56.2 | 59.8 |