Since Hulks strength increases exponentially as he gets angrier, Hulk would probably surpass Supermans strength.
But Supes have two things that can cause a problem for Hulk, heatvision and flight.
Theoretically, Supes could fire down heatrays from above, while Hulk would have a harder time to retaliate, maybe by throwing chunks of rocks in the air.
But up close and personal, Hulk would take it, but why would you want to fight up close with such a beast when you have flight and speed and distance weapon in your heatray?