Figure 1
From: Species identification by experts and non-experts: comparing images from field guides

Percentage (±1 s.e.) for correct, incorrect and “don’t know” responses (left graph) and accuracy (±1 s.e.) for match and mismatch pairs (right graph) as a function of expertise.
Overall accuracy is low and comparable (54% to 57%) between expert groups.