In Scrum, accountability for items in the Sprint Backlog is shared among all Developers on the Scrum Team. Each Developer is responsible for collaborating and ensuring that the Sprint Goal is achieved. The entire team works together to complete the items in the Sprint Backlog, rather than individual Developers being accountable for specific items. This fosters a collaborative environment where team members support each other and collectively contribute to the project's success.