Question Answering on CausalQA trained on NewsQA OOD (test)
51.64F1RoBERTa+P+LPFT
Evaluation results
| Method | Links | |
|---|---|---|
| RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 51.64 | |
| RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 48.37 | |
| RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 45.86 | |
| RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 44.22 | |
| RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 43.05 | |
| BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 33.79 | |
| BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 33.47 | |
| BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 31.95 | |
| BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 31.91 | |
| BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 31.78 |