Table 6.
Performance comparison between the improved Mask R-CNN backbone and the original one on the Grape-B test set.
Backbone | ResNet50-FPN | ResNet50-FPN-ED | ||
---|---|---|---|---|
Box | Seg | Box | Seg | |
58.80 | 57.40 | 59.70 | 58.80 | |
85.50 | 87.00 | 86.50 | 87.20 | |
64.60 | 62.90 | 64.80 | 66.10 | |
7.30 | 7.10 | 7.70 | 7.50 | |
54.20 | 52.60 | 54.90 | 53.40 | |
67.20 | 64.40 | 69.10 | 66.10 |
The best one is highlighted in bold.