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. 2024 Oct 18;10:e2381. doi: 10.7717/peerj-cs.2381

Table 17. Worst F1-score and mAP50 average performance degradation for the corresponding “worst” variability considered in each of the experiments.

Variability Category No. Experiment F1-score Degradation (%) mAP50 Degradation (%)
Impulse noise 0.05 2 270.8 73.1
Shrinking nearest 6 29.8 21.4
Occlusion 1 × 30% 3 20.3 23.6
Darkening 5 5 22.8 19.9
Blur k = 13 4 5.6 4.2