Relation Extraction on FewRel 5-way 1-shot (v1.0)
92.6AccuracyMap-tuning
Evaluation Results
| Method | Links | |
|---|---|---|
| Map-tuningTraining Method=Fine-tuning, Injection Method=Map-tuning2023.05 | 92.6 | |
| Map-tuningTraining Method=Adapter, Injection Method=Map-tuning2023.05 | 92.6 | |
| Map-tuningTraining Method=LoRA, Injection Method=Map-tuning2023.05 | 92.3 | |
| BERT-baseTraining Method=Adapter, Injection Method=None2023.05 | 91.2 | |
| BERT-baseTraining Method=Fine-tuning, Injection Method=None2023.05 | 91 | |
| BERT-baseTraining Method=LoRA, Injection Method=None2023.05 | 90.7 | |
| Map-tuningTraining Method=BitFit, Injection Method=Map-tuning2023.05 | 90.4 | |
| BERT-baseTraining Method=BitFit, Injection Method=None2023.05 | 89.2 |