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. 2023 Jun 28;5:0062. doi: 10.34133/plantphenomics.0062

Table 8.

Qualitative results of the impact of the initial values of object boxes. ↑ indicates higher is better.

Model Source of boxes mAP @ .5 ↑ mAP @ .65 ↑ mAP @ .80 ↑ mAP@0.5: .95 ↑
2*YOLOR-Light-v1 COCO [37] 36.8 36.7 36.3 27.6
PlantDoc [35] 37.6 37.2 36.4 28.1
2*YOLOR-Light-v2 COCO [37] 55.3 55.2 54.4 38.4
PlantDoc [35] 55.7 55.5 54.7 38.7
2*Mobile-YOLOR-v1 COCO [37] 26.9 26.8 26.0 20.2
PlantDoc [35] 27.9 28.5 27.7 21.5
2*Mobile-YOLOR-v2 COCO [37] 48.0 47.9 46.9 32.3
PlantDoc [35] 50.6 50.4 49.3 35.0