Research Article
Conceptual Cognitive Modeling for Fine-Grained Annotation Quality Assessment of Object Detection Datasets
Table 1
Results of other quality dimensions for an image.
| Annotation quality dimension | Value |
| Completeness of bounding box’s quantity | 1 | Completeness of bounding box’s size | 0.64 | Accuracy of bounding box | 0.67 | Consistency of bounding box | 1 | Completeness of bounding box’s label | 1 | Flat precision/recall of label | –/0.5 | Hierarchical precision/recall of label | 0.69/0.79 | Flat precision/recall of hatchback | 0.25/1 | Hierarchical precision/recall of hatchback | 0.42/0.83 | Consistency of label | 0.84 |
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