Relation Extraction on FewRel 10-way 10-shot (test)
95.82Top-1 AccuracyJoint-train
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Joint-trainmode=joint-training2023.05 | 95.82 | 87.17 | 80.73 | 77.75 | 76.77 | 74.26 | 72.96 | 71.57 | |
| Finetunemode=incremental-finetune2023.05 | 95.67 | 46.64 | 29.68 | 22.41 | 18.47 | 14.84 | 13.02 | 11.23 | |
| CRECL2023.05 | 95.63 | 83.81 | 78.06 | 71.28 | 68.32 | 66.76 | 64.95 | 63.01 | |
| SCKD2023.05 | 95.45 | 86.64 | 80.06 | 76.02 | 73.82 | 70.57 | 68.34 | 66.66 | |
| RP-CRE2023.05 | 95.19 | 79.21 | 74.72 | 71.39 | 67.62 | 64.43 | 63.08 | 61.46 | |
| CRL2023.05 | 95.01 | 82.08 | 79.52 | 75.48 | 69.41 | 66.49 | 64.86 | 62.95 | |
| ERDA2023.05 | 92.68 | 66.59 | 56.33 | 48.62 | 40.51 | 37.21 | 36.39 | 33.51 |