Question Answering on NewsQA trained on SQuAD OOD (test)
52.41F1 ScoreRoBERTa+P+LPFT
Evaluation Results
| Method | Links | |
|---|---|---|
| RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 52.41 | |
| RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 50.97 | |
| RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 50.31 | |
| RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 50.28 | |
| RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 49.87 | |
| BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 44.36 | |
| BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 44.05 | |
| BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 44.05 | |
| BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 43.61 | |
| BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 43.49 | |
| RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 38.76 | |
| RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 38.26 | |
| RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 38.17 | |
| RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 37.95 | |
| RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 37.6 | |
| BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 36.81 | |
| BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 35.23 | |
| BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 35.09 | |
| BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 33.71 | |
| BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 33.29 |