The intensity does depend on the emissivity of the material, and emissivity is a bit counterintuitive:

https://www.engineeringtoolbox.com/emissivity-coefficients-d_447.html

But less than you’d think, given the extreme coefficient, as human perception of brightness is nonlinear. An object twice as bright as another looks pretty similar to the eye.