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Commonsense Question Answering on CSQA2 (test)

70.1AccuracyUL20B
52.877657.348861.8266.2912May 10, 2022Jul 9, 2022Sep 8, 2022Nov 8, 2022Jan 8, 2023Mar 10, 2023May 10, 2023

Evaluation results

MethodLinks
UL20Bmode=supervised finetuning, leaderboard submission=true2022.0570.1
Lourie et al.status=best published on leaderboard2022.0569.6
DECKER#Total Params.=~449M, Single-task Training=true2023.0568.1
RACO#Total Params.=≥ 3B, Single-task Training=false2023.0561.8
T5-3B#Total Params.=~3B, Single-task Training=false2023.0560.2
ELABORAnswer predictor=T5-large, Elaboration model=GPT2-large2022.0957.58
GPT-3Answer predictor=T5-large2022.0956.98
vanillaAnswer predictor=T5-large2022.0954.91
UNICORN#Total Params.=~770M, Single-task Training=false2023.0554.9
selftalkAnswer predictor=T5-large2022.0954.87
pipelineAnswer predictor=T5-large, Elaboration model=GPT2-large2022.0953.54