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ResearchFormerly WizWand

Ambrosia

Benchmarks

TaskDatasetSOTA resultTrendResults

Ambrosia

64.18AUPRC

12

Text-to-SQL Parsing

Ambrosia Unambiguous (test)

88.7Recall

11

Text-to-SQL Parsing

Ambrosia Ambiguous subset (test)

82.4Recall

11

Ambrosia (out-of-domain)

84.4Single Interpretation Coverage

7

AMBROSIA Unambiguous

94.7Execution Accuracy (EX)

3

AMBROSIA Ambiguous

92Execution Accuracy (EX)

3

Text-to-SQL ambiguity resolution

Ambrosia Ambiguous

82.4Recall

2

Interpretation Alignment

Ambrosia sampled 30 ambiguous examples

0.917Alignment Score

1