If you mean the Primary School, I think the building is still there but used for something else. The children have since transferred to Abingdon Road school.
My Mum taught at Marton Road Infants in the 1960s. Too late to be of use to you I'm afraid.
Marton Road is a VERY long road from Middlesbrough town centre right out to the outskirts.