Fig. 5
From: Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

The effect of overlap on the correlation between rankings produced by different metrics. The positions and heights of the bars show how metrics correlate with DICE and how this correlation depends on the overlap between the compared segmentations. Four different overlap ranges are considered