Why? If you open it in a regular browser, Google will remember your viewing habits. More importantly, if the owner of the drive sees too many "active viewers," they may password-protect the folder. Incognito prevents some tracking.
The Hidden World of Google Drive Movie Indexes: What You Need to Know