| algorithm | BACKBONE | AP50 | AP75 | APS | APM | APL |
| MNC | ResNet-101-C4 | 44.3 | 24.8 | 4.7 | 25.9 | 43.6 |
| FCIS+OTHEM | ResNet-101-C5-dilated | 49.5 | - | 7.1 | 31.3 | 50.0 |
| FCIS+++ +OTHEM | ResNet-101-C5-dilated | 54.5 | - | - | - | - |
| Mask R-CNN | ResNet-101-C4 | 54.9 | 34.8 | 12.1 | 35.6 | 51.1 |
| Mask R-CNN | ResNet-101-FPN | 58.0 | 37.8 | 15.5 | 38.1 | 52.4 |
| Mask R-CNN | ResNeXt-101-FPN | 60.0 | 39.4 | 16.9 | 39.9 | 53.5 |