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ResearchFormerly WizWand

Question Answering on CausalQA trained on SQuAD OOD (test)

66.86F1 ScoreRoBERTa+P+LPFT
46.174451.544756.91562.2853May 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RoBERTa+P+LPFTBackbone=RoBERTa, Prompting=true, LPFT=true, Domain Adaptation=false2023.0566.86
RoBERTa+PBackbone=RoBERTa, Prompting=true, LPFT=false, Domain Adaptation=false2023.0566.84
RoBERTa+LPFTBackbone=RoBERTa, Prompting=false, LPFT=true, Domain Adaptation=false2023.0566.6
RoBERTaBackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=false2023.0566.58
RoBERTa+DABackbone=RoBERTa, Prompting=false, LPFT=false, Domain Adaptation=true2023.0566.14
BART+PBackbone=BART, Prompting=true, LPFT=false, Domain Adaptation=false2023.0556.22
BART+P+LPFTBackbone=BART, Prompting=true, LPFT=true, Domain Adaptation=false2023.0555.86
BART+DABackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=true2023.0555.65
BART+LPFTBackbone=BART, Prompting=false, LPFT=true, Domain Adaptation=false2023.0553.29
BARTBackbone=BART, Prompting=false, LPFT=false, Domain Adaptation=false2023.0546.97