An "oversized scarf" refers to a scarf that is larger than the usual or standard size. It is a bigger and longer scarf that you can wrap around your neck or drape over your shoulders. Full definition
Class rooms tend to have unexpectedly cold or warm temperature so it's always great to have a warm and cozy oversized scarf on hand. (stylesprinter.com)