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ResearchFormerly WizWand

Question Answering on CausalQA Industrial Setup 1 (test)

80.7F1Prompt-based LP-FT
67.949671.259874.5777.8802May 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Prompt-based LP-FTBackbone=RoBERTa-base, Training Domain=Industrial, Setup=12023.0580.760.66
Fine-tuningBackbone=RoBERTa-base, Training Domain=Industrial, Setup=12023.0580.0558.46
Prompt-based LP-FTBackbone=RoBERTa-base, Training Domain=Technology, Setup=12023.0576.756.06
Prompt-based LP-FTBackbone=BART-base, Training Domain=Industrial, Setup=12023.0576.5839.89
Prompt-based LP-FTBackbone=RoBERTa-base, Training Domain=Consumer, Setup=12023.0575.0748.61
Fine-tuningBackbone=RoBERTa-base, Training Domain=Technology, Setup=12023.0573.9948.98
Fine-tuningBackbone=BART-base, Training Domain=Industrial, Setup=12023.0572.5332.41
Prompt-based LP-FTBackbone=BART-base, Training Domain=Technology, Setup=12023.0572.5131.22
Fine-tuningBackbone=RoBERTa-base, Training Domain=Consumer, Setup=12023.0572.4947.68
Prompt-based LP-FTBackbone=BART-base, Training Domain=Consumer, Setup=12023.0570.1426.85
Fine-tuningBackbone=BART-base, Training Domain=Technology, Setup=12023.0569.5327.77
Fine-tuningBackbone=BART-base, Training Domain=Consumer, Setup=12023.0568.4424.07