We just updated the U.S. census benchmark dataset (introduced and described in the original paper). It was brought to our attention that 16 of the recordings had annotations that were ontologically mismatched for the goal of full sleep stage classification. Therefore, we replaced them with age- and sex-matched recordings suitable for full sleep stage classification.

The updated dataset is on the GitHub repository.

The preprint describing the update is on medRxiv: