"Service coverage is available only for the Apple Watch and
its original included accessories that are defective in materials or workmanship or for battery depletion of 50 percent or more from original specification. The replacement equipment that Apple provides as part of the repair or replacement service may be new or equivalent to new in both performance and reliability. See terms at
AppleCare+ for full details."
So, yes it does cover the included band against defects.