Relation Extraction on FewRel 10-way 5-shot
94.87T1Joint-train
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Joint-trainTraining Mode=Joint Training2023.05 | 94.87 | 80.83 | 74.41 | 71.73 | 70.12 | 67.37 | 65.67 | 64.48 | |
| SCKD2023.05 | 94.77 | 82.83 | 76.21 | 72.19 | 70.61 | 67.15 | 64.86 | 62.98 | |
| CRL2023.05 | 94.68 | 80.73 | 73.82 | 70.26 | 66.62 | 63.28 | 60.96 | 59.27 | |
| FinetuneTraining Mode=Continual Fine-tuning2023.05 | 94.32 | 43.54 | 28.19 | 22.46 | 17.89 | 14.39 | 12.61 | 10.68 | |
| RP-CRE2023.05 | 93.97 | 76.05 | 71.36 | 69.32 | 64.95 | 61.99 | 60.59 | 59.57 | |
| CRECL2023.05 | 93.93 | 82.55 | 74.13 | 69.33 | 66.51 | 64.6 | 62.97 | 59.99 | |
| ERDA2023.05 | 92.43 | 64.52 | 50.31 | 44.92 | 39.75 | 36.36 | 34.34 | 31.96 |