Collision is defined as losses you incur when your automobile collides with another car or object. For example, if you hit a car in a parking lot, the damages to your car will be paid under your collision coverage.
Comprehensive provides coverage for most other direct physical damage losses you could incur, including theft. For example, damage to your car from a hailstorm will be covered under your comprehensive coverage.