Table 2.
Results of each component in SC-Dynamic R-CNN on val set.
| Backbone | FPN | DBS L1 loss | SCNet | AP50 | AP75 | mAP |
|---|---|---|---|---|---|---|
| ResNet-50 | √ | 90.1% | 80.7% | 85.4% | ||
| ResNet-50 | √ | √ | 90.6% | 83.6% | 87.1% | |
| ResNet-50 | √ | √ | √ | 91.5% | 84.7% | 88.1% |
Results of each component in SC-Dynamic R-CNN on val set.
| Backbone | FPN | DBS L1 loss | SCNet | AP50 | AP75 | mAP |
|---|---|---|---|---|---|---|
| ResNet-50 | √ | 90.1% | 80.7% | 85.4% | ||
| ResNet-50 | √ | √ | 90.6% | 83.6% | 87.1% | |
| ResNet-50 | √ | √ | √ | 91.5% | 84.7% | 88.1% |