“A Note on Human Recognition of Hand-Printed Characters”, 1960-06-01 (; backlinks; similar):
9 human observers were given the task of identifying isolated hand-printed characters. Their individual accuracies ranged 94.9%–96.5%, and even their pooled best guess was right only 96.8% of the time.
These figures can serve as standards for the accuracy of mechanical devices for letter-recognition.