Conceptual Cognitive Modeling for Fine-Grained Annotation Quality Assessment of Object Detection Datasets

Table 4

Results of other quality dimensions for the downsampled UTS dataset.

Annotation quality dimension	Human annotations	Ground truth annotations
Completeness of bounding box’s quantity	0.98 ± 0.02	0.75 ± 0.05
Completeness of bounding box’s size	0.96 ± 0.02	0.99
Consistency of bounding box	0.977 ± 0.002	0.96
Completeness of bounding box’s label	0.52 ± 0.11	0.58
Consistency of label	0.86 ± 0.01	0.71