golden dataset

Three correct queries scored 0 of 3 on exact match and 3 of 3 on execution. The golden set is question, reference SQL and result set, stratified by the ways queries go wrong, with abstention as its own column. A hundred cases gives plus or minus eight points; four hundred gives four.

Thirty percent disagreement is not a fact about the annotators. It is a fact about the task definition, and on a skewed label set it can mean the labels are worse than chance. The week is spent on the guideline and the gold set, not on the model, because no model trains past the noise in its labels.