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 |