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ResearchFormerly WizWand

Table Question Answering on WTQ (dev)

77.5AccuracySYNTQA (Oracle)
43.28452.16761.0569.933Sep 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SYNTQA (Oracle)Model Category=Ensemble, Selector=Oracle2024.0977.5
SYNTQA (RF)Model Category=Ensemble, Selector=Random Forest2024.0971.6
SYNTQA (GPT)Model Category=Ensemble, Selector=GPT-3.52024.0970.4
T5 + TC + PModel Category=Text-to-SQL, Table Content=true, Post-processing=true2024.0966.7
OmniTabModel Category=E2E TQA2024.0963.7
TAPEXModel Category=E2E TQA2024.0957.5
GPTModel Category=E2E TQA2024.0956.8
GPT + TC + PModel Category=Text-to-SQL, Table Content=true, Post-processing=true2024.0950
DIN-SQLModel Category=Text-to-SQL2024.0944.6