Table 4.

ImageQX Performance on Poor Image Quality Explanation Performance over Five Training Runs (Mean ± Standard Deviation)

REASON	SENSITIVITY	SPECIFICITY	F1-SCORE
Bad framing	0.31 ± 0.01	0.96 ± 0.00	0.37 ± 0.01
Bad light	0.58 ± 0.02	0.90 ± 0.01	0.61 ± 0.00
Blurry	0.60 ± 0.02	0.95 ± 0.00	0.70 ± 0.01
Low resolution	0.47 ± 0.02	0.92 ± 0.01	0.52 ± 0.01
Too far away	0.35 ± 0.02	0.98 ± 0.00	0.42 ± 0.02
Mean	0.39 ± 0.01	0.95 ± 0.00	0.45 ± 0.01

F1-scores in bold show the explanations where ImageQX reaches expert-level performance.