No. Diesel is not classified as a dangerous good for transport purposes as per Australian Dangerous Goods Code 7th edition (ADG7).
Even though diesel is not classified as a dangerous good for transport purposes, it is classified as a dangerous good for storage purposes and when it’s transported together with other dangerous goods.
Related topics:
Do I need to display signs when transporting diesel?
Do I need a dangerous goods driver's licence when I transport diesel?