Cross-training shoes are multipurpose shoes that can be worn by people who aren't focusing on one specific physical activity but are into different kinds of activities. These include running, playing sports, gymming, aerobics, walking, etc. Cross trainer shoes fit all purposes and can provide a comfortable shelter for your feet for moderate to intense physical activities.