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Open-domain Question Answering on TriviaQA (TQA) few-shot Filtered (test)

77.3Exact Match (EM)Codex + REPLUG LSR
64.09267.52170.9574.379Jan 30, 2023

Evaluation results

MethodLinks
Codex + REPLUG LSRNumber of shots=16, Evaluation Protocol=In-context learning, Retrieval Corpus=Wikipedia (2018, December)2023.0177.3
Codex + REPLUGNumber of shots=16, Evaluation Protocol=In-context learning, Retrieval Corpus=Wikipedia (2018, December)2023.0176.8
Codex + ContrieverNumber of shots=16, Evaluation Protocol=In-context learning, Retrieval Corpus=MS-MARCO2023.0176
AtlasNumber of shots=64, Evaluation Protocol=Finetuned2023.0174.5
CodexNumber of shots=16, Evaluation Protocol=In-context learning2023.0173.6
ChinchillaNumber of shots=64, Evaluation Protocol=In-context learning2023.0164.6