It doesn't work like that. Landlords already charge the highest possible rent. If they didn't, you wouldn't be allowed to complain about high rents because current rent prices are artificially held down by landlords.

The tax is cutting into profits of landlords that were derived from the value of the land. They still end up charging the same rent.