More special education students are being excluded from federal accountability provisions, driving up the number of public schools able to make adequate yearly progress and raising questions about the pledge to "leave no child behind."

To make adequate progress under the federal No Child Left Behind Act, public schools and districts need to meet annual targets for the percent of students scoring at least at the proficient level on state tests. That goes both for their student populations a...