It won't heat or cool the room, it's a heat pump so it will be neutral, pumping heat from inside back to inside
Also, would you claim a space heater doesn't heat the house if the house is at an equilibrium where the space heater produces heat at the same rate that heat escapes outside? I would say the space heater is still heating the house, but the house is losing heat at the same rate.