Owners of most heavy highway vehicles are required to file Form 2290, Heavy Highway Vehicle Use Tax Return. The highway use tax applies to highway motor vehicles with a taxable gross weight of 55,000 pounds or more.The tax is based on the weight of the vehicle and a variety of special rules apply.