This is what it says for the deluxe edition on the PS Store:

"Upgrade* from the digital base game to The Elder Scrolls IV: Oblivion Remastered Deluxe Edition* to receive:

• Unique digital Akatosh and Mehrunes Dagon Armors, Weapons, and Horse Armor Sets

• Digital Artbook and Soundtrack App

*Base game required, sold separately"