Aggregate mean average precision hides operational failure modes. Use visual clutter scores, instance density, and background complexity to stress-test models.
Scene Complexity Metrics: Measuring Clutter and Density Beyond mAP
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Scene Complexity Metrics: Measuring Clutter and Density Beyond mAP
Aggregate mean average precision hides operational failure modes. Use visual clutter scores, instance density, and background complexity to stress-test models.