Question Answering on NewsQA trained on CausalQA OOD (test)
9.54F1 ScoreBART+P+LPFT
Evaluation Results
| Method | Links | |
|---|---|---|
| BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 9.54 | |
| BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 9.49 | |
| BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 9.26 | |
| BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 9.02 | |
| BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 8.69 | |
| RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 8.64 | |
| RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 7.73 | |
| RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 7.5 | |
| RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 7.45 | |
| RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 7.15 |