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79.2F1 ScoreMap-tuning
Evaluation Results
| Method | Links | |
|---|---|---|
| Map-tuningTraining Method=Adapter, Injection Method=Map-tuning2023.05 | 79.2 | |
| E-BERTTraining Method=Adapter, Injection Method=E-BERT2023.05 | 78.4 | |
| Map-tuningTraining Method=LoRA, Injection Method=Map-tuning2023.05 | 78.3 | |
| Map-tuningTraining Method=BitFit, Injection Method=Map-tuning2023.05 | 78 | |
| PELTTraining Method=Adapter, Injection Method=PELT2023.05 | 77.9 | |
| K-AdapterTraining Method=Adapter, Injection Method=K-Adapter2023.05 | 77.7 | |
| E-BERTTraining Method=LoRA, Injection Method=E-BERT2023.05 | 77.6 | |
| BERT-baseTraining Method=Fine-tuning, Injection Method=None2023.05 | 77.5 | |
| BERT-baseTraining Method=LoRA, Injection Method=None2023.05 | 77.5 | |
| PELTTraining Method=LoRA, Injection Method=PELT2023.05 | 77.5 | |
| BERT-baseTraining Method=Adapter, Injection Method=None2023.05 | 77.5 | |
| K-AdapterTraining Method=LoRA, Injection Method=K-Adapter2023.05 | 77.3 | |
| E-BERTTraining Method=BitFit, Injection Method=E-BERT2023.05 | 77.2 | |
| K-AdapterTraining Method=BitFit, Injection Method=K-Adapter2023.05 | 77.2 | |
| BERT-baseTraining Method=BitFit, Injection Method=None2023.05 | 77.1 | |
| PELTTraining Method=BitFit, Injection Method=PELT2023.05 | 77.1 | |
| E-BERTTraining Method=Fine-tuning, Injection Method=E-BERT2023.05 | 77 | |
| K-AdapterTraining Method=Fine-tuning, Injection Method=K-Adapter2023.05 | 76.8 | |
| RATraining Method=LoRA, Injection Method=RA2023.05 | 76.8 | |
| RATraining Method=Adapter, Injection Method=RA2023.05 | 76.8 | |
| RATraining Method=Fine-tuning, Injection Method=RA2023.05 | 76.7 | |
| Map-tuningTraining Method=Fine-tuning, Injection Method=Map-tuning2023.05 | 76.6 | |
| PELTTraining Method=Fine-tuning, Injection Method=PELT2023.05 | 76.4 | |
| RATraining Method=BitFit, Injection Method=RA2023.05 | 74 |