Relation Extraction On Ade Corpus
المقاييس
NER Macro F1
RE+ Macro F1
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | NER Macro F1 | RE+ Macro F1 |
|---|---|---|
| joint-entity-recognition-and-relation | 86.40 | 74.58 |
| an-information-extraction-study-take-in-mind | 91.5 | 83.9 |
| rebel-relation-extraction-by-end-to-end | - | 82.2 |
| deeper-task-specificity-improves-joint-entity | 89.48 | 83.74 |
| joint-entity-and-relation-extraction-from | 91.17 | 82.03 |
| neural-metric-learning-for-fast-end-to-end | 87.02 | 77.19 |
| modeling-dense-cross-modal-interactions-for | 89.40 | 81.14 |
| span-based-joint-entity-and-relation | 89.25 | 79.24 |
| a-partition-filter-network-for-joint-entity | 91.3 | 83.2 |
| span-based-joint-entity-and-relation | 89.28 | 78.84 |
| imposing-relation-structure-in-language-model | 88.3 | 79.97 |
| joint-entity-and-relation-extraction-from | 91.14 | 82.39 |
| two-are-better-than-one-joint-entity-and | 89.7 | 80.1 |
| iter-iterative-transformer-based-entity | 92.63 ± 0.89 | 85.6 ± 1.42 |
| adversarial-training-for-multi-context-joint | 86.73 | 75.52 |