An automatic reset target plate rack has a plurality of target plates and latches, a reset plate, and a reset mechanism. In operation, the user strikes one or more of the target plates, which travel rearward and are captured by the latches, and the user next strikes the reset plate to activate the reset mechanism and free the captured target plates, returning them to their upright position. In one aspect, a target plate rack consistent with the invention includes a target plate pivoting on a first axis; and a latch pivoting on a second axis. The latch is positioned to contact and capture the target plate when the target plate is pivoted to a predetermined rotational position. In another aspect, a target plate rack consistent with the invention includes a target plate pivotally disposed on a pivot rod and biased toward a first predetermined rotational position.