Relation Extraction on FewRel 10-way 5-shot 1.0
91.9AccuracyMap-tuning
Evaluation Results
| Method | Links | |
|---|---|---|
| Map-tuningTraining Method=LoRA, Injection Method=Map-tuning2023.05 | 91.9 | |
| Map-tuningTraining Method=Adapter, Injection Method=Map-tuning2023.05 | 91.8 | |
| Map-tuningTraining Method=Fine-tuning, Injection Method=Map-tuning2023.05 | 91.2 | |
| BERT-baseTraining Method=LoRA, Injection Method=None2023.05 | 91.2 | |
| BERT-baseTraining Method=Adapter, Injection Method=None2023.05 | 91.1 | |
| BERT-baseTraining Method=Fine-tuning, Injection Method=None2023.05 | 90.8 | |
| Map-tuningTraining Method=BitFit, Injection Method=Map-tuning2023.05 | 90.8 | |
| BERT-baseTraining Method=BitFit, Injection Method=None2023.05 | 90 |