Continual Relation Extraction on FewRel (incremental)
98.8T1EMAR
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| EMARBackbone=BERT2023.05 | 98.8 | 89.1 | 89.5 | 85.7 | 83.6 | 84.8 | 79.3 | 80 | 77.1 | 73.8 | |
| KIP-Frameworkexternal_knowledge=true2023.05 | 98.4 | 93.5 | 92 | 91.2 | 90 | 88.2 | 86.9 | 85.6 | 84.1 | 82.5 | |
| CRL2023.05 | 98.2 | 94.6 | 92.5 | 90.5 | 89.4 | 87.9 | 86.9 | 85.6 | 84.5 | 83.1 | |
| CEAR2023.05 | 98.1 | 95.8 | 93.6 | 91.9 | 91.1 | 89.4 | 88.1 | 86.9 | 85.6 | 84.2 | |
| RP-CRE2023.05 | 97.9 | 92.7 | 91.6 | 89.2 | 88.4 | 86.8 | 85.1 | 84.1 | 82.2 | 81.5 | |
| CRECL2023.05 | 97.8 | 94.9 | 92.7 | 90.9 | 89.4 | 87.5 | 85.7 | 84.6 | 83.6 | 82.7 | |
| CML2023.05 | 91.2 | 74.8 | 68.2 | 58.2 | 53.7 | 50.4 | 47.8 | 44.4 | 43.1 | 39.7 | |
| EA-EMR2023.05 | 89 | 69 | 59.1 | 54.2 | 47.8 | 46.1 | 43.1 | 40.7 | 38.6 | 35.2 |