The probability of escape is 0.368
I trust that you calculated an answer from the formula and did not attempt to read it off the graph !
When d = λ , P = exp(-1) = 0.368
i.e. escape of the electron in a direction normal to the surface and without inelastic scattering occurs with a 37% probability.