Table 5.
Performance comparison between the improved Mask R-CNN backbone and the original one on the Grape-A test set.
Backbone | ResNet50-FPN | ResNet50-FPN-ED | ||
---|---|---|---|---|
Box | Seg | Box | Seg | |
59.90 | 61.00 | 62.50 | 63.20 | |
81.90 | 84.70 | 82.80 | 86.20 | |
63.50 | 71.20 | 66.60 | 71.70 | |
17.40 | 17.00 | 17.80 | 17.30 | |
64.50 | 64.20 | 67.10 | 66.90 | |
68.10 | 68.30 | 71.00 | 70.60 |
The best one is highlighted in bold.