Fuel must have been an issue....thus even if IFR equipped, qualified, and current.....perhaps IFR was not a choice at all thus had to be attempted VMC.....and the reason for the high speed....TIME/Remaining Fuel?
Had they diverted to the south a bit an followed the road would there have been better visual clues like road traffic and lighting from homes and other structures?