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ResearchFormerly WizWand

Question Answering Retrieval on FiQA

38.6nDCG@10ReAtt
10.10417.50224.932.298Dec 5, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ReAttAdaptation setting=additional training (supervised adaptation)2022.1238.6
Contriever w/FTAdaptation setting=additional training (supervised adaptation)2022.1238.1
SimCSEAdaptation setting=additional training (pretraining)2022.1234.4
TSDAE+GPLAdaptation setting=additional training (unsupervised adaptation)2022.1234.4
ContrieverAdaptation setting=additional training (pretraining)2022.1231.4
ReAttAdaptation setting=zero-shot2022.1230.1
ColBERT-NQAdaptation setting=zero-shot2022.1223.8
BM25Adaptation setting=zero-shot2022.1223.6
DPRAdaptation setting=zero-shot2022.1211.2