From the US Justice Dept., Bureau of Justice Statistics (2005):
“Courts reversed a somewhat higher percentage of appeals of jury trials (40%) than appeals of bench trials (25%).”
I would like to see your source. The is the NY court system, not the federal court system, and it is a civil case not a criminal case.