A track assembly for a work vehicle includes an endless track and a drive wheel, the drive wheel defining an inboard side, an outboard side, and a central plane extending therebetween. The drive wheel includes a partition extending between an outer wall and an inner wall. The partition defines an inboard division substantially closed off from an outboard division to reduce an amount of debris or other material from reaching the work vehicle adjacent to which the track assembly may be positioned.