Question Answering on CausalQA trained on SQuAD OOD (test)
66.86F1 ScoreRoBERTa+P+LPFT
Evaluation Results
| Method | Links | |
|---|---|---|
| RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 66.86 | |
| RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 66.84 | |
| RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 66.6 | |
| RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 66.58 | |
| RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 66.14 | |
| BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.05 | 56.22 | |
| BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.05 | 55.86 | |
| BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.05 | 55.65 | |
| BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.05 | 53.29 | |
| BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.05 | 46.97 |