Relation Extraction on TACRED 5-way 5-shot
88.42Score T1SCKD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SCKD2023.05 | 88.42 | 79.35 | 70.61 | 66.78 | 60.47 | 58.05 | 54.41 | 52.11 | |
| CRL2023.05 | 88.32 | 76.3 | 69.76 | 61.93 | 54.68 | 50.92 | 47 | 44.27 | |
| FinetuneTraining Mode=Continual Fine-tuning2023.05 | 87.97 | 25.81 | 19.65 | 18.38 | 15.68 | 11.88 | 10.77 | 9.69 | |
| Joint-trainTraining Mode=Joint Training2023.05 | 87.93 | 78.02 | 72.84 | 68.23 | 63.42 | 62.01 | 59.62 | 57.63 | |
| RP-CRE2023.05 | 87.32 | 74.9 | 67.88 | 60.02 | 53.26 | 50.72 | 46.21 | 44.48 | |
| CRECL2023.05 | 87.09 | 78.09 | 61.93 | 55.6 | 53.42 | 51.91 | 47.55 | 45.53 | |
| ERDA2023.05 | 81.88 | 53.68 | 40.36 | 36.17 | 30.14 | 22.61 | 22.29 | 19.42 |