Yeah I agree, I think splines etc in this case are overkill and would actually make the resulting interpolation a little less intuitive.

GFS (like ECMWF) issues point estimates, though what exactly the point estimates represent opens a can of worms (ie, I imagine the internal resolution of the physical models induces some smoothing on the resulting point estimates so they are in some loose sense averaged).