Question Answering on SQuAD trained on CausalQA OOD (test)
27.61F1BART+P+LPFT
Evaluation Results
| Method | Links | |
|---|---|---|
| BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 27.61 | |
| BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 26.98 | |
| BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 26.87 | |
| BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 26.14 | |
| BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 25.96 | |
| RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 23.02 | |
| RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 22.74 | |
| RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 21.41 | |
| RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 20.92 | |
| RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 19.44 |