Relation Extraction on TACRED 5-way 10-shot (test)
0.8884Performance Score T1SCKD
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SCKD2023.05 | 0.8884 | 0.7864 | 0.7008 | 0.6427 | 0.6173 | 0.5819 | 0.5591 | 0.5295 | |
| CRL2023.05 | 0.8781 | 0.7768 | 0.6331 | 0.5651 | 0.5321 | 0.5242 | 0.4854 | 0.4646 | |
| RP-CRE2023.05 | 0.8668 | 0.7843 | 0.6943 | 0.6071 | 0.5584 | 0.5117 | 0.4727 | 0.4716 | |
| Joint-trainmode=joint-training2023.05 | 0.8656 | 0.8014 | 0.7467 | 0.7031 | 0.7004 | 0.6731 | 0.6542 | 0.6159 | |
| Finetunemode=incremental-finetune2023.05 | 0.8584 | 0.2563 | 0.2149 | 0.1745 | 0.1432 | 0.1314 | 0.1134 | 0.0921 | |
| CRECL2023.05 | 0.8388 | 0.7345 | 0.5924 | 0.5351 | 0.4927 | 0.4741 | 0.4515 | 0.4433 | |
| ERDA2023.05 | 0.7937 | 0.5128 | 0.3697 | 0.2939 | 0.278 | 0.2518 | 0.2447 | 0.2237 |