Relation Extraction on FewRel 10-way 1-shot 1.0
88.2AccuracyMap-tuning
Evaluation Results
| Method | Links | |
|---|---|---|
| Map-tuningTraining Method=Adapter, Injection Method=Map-tuning2023.05 | 88.2 | |
| Map-tuningTraining Method=Fine-tuning, Injection Method=Map-tuning2023.05 | 88.1 | |
| Map-tuningTraining Method=LoRA, Injection Method=Map-tuning2023.05 | 87.4 | |
| BERT-baseTraining Method=Adapter, Injection Method=None2023.05 | 86.2 | |
| BERT-baseTraining Method=Fine-tuning, Injection Method=None2023.05 | 85.4 | |
| Map-tuningTraining Method=BitFit, Injection Method=Map-tuning2023.05 | 85.2 | |
| BERT-baseTraining Method=LoRA, Injection Method=None2023.05 | 84.9 | |
| BERT-baseTraining Method=BitFit, Injection Method=None2023.05 | 83 |