Nuclei Detection on MoNuSeg (test)
53APCircleFormer-D-Joint
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CircleFormer-D-JointBackbone=ResNet502023.08 | 53 | 90 | 59 | 53.8 | 32.8 | |
| CircleFormer-D-JointOutput=Circle, Multi-Scale=true, Backbone=ResNet502023.08 | 53 | 90 | 59 | 53.9 | 32.8 | |
| CircleFormer-DOutput=Circle, Multi-Scale=true, Backbone=ResNet502023.08 | 52.9 | 89.6 | 58.7 | 54.1 | 31.7 | |
| CircleFormerOutput=Circle, Multi-Scale=false, Backbone=ResNet502023.08 | 49.7 | 88.8 | 50.9 | 51.1 | 35.4 | |
| DAB-D-DETROutput=Box, Multi-Scale=true, Backbone=ResNet502023.08 | 49.6 | 89.5 | 51.5 | 50.1 | 31.9 | |
| CircleNet-HGOutput=Circle, Multi-Scale=false, Backbone=Hourglass-1042023.08 | 48.7 | 85.6 | 50.9 | 49.9 | 33.7 | |
| CircleNet-DLAOutput=Circle, Multi-Scale=false, Backbone=DLA2023.08 | 48.6 | 85.5 | 51.6 | 49.9 | 30.5 | |
| Deformable-DETR-JointBackbone=ResNet502023.08 | 45.7 | 86.7 | 43.6 | 46.2 | 28.2 | |
| DAB-DETROutput=Box, Multi-Scale=false, Backbone=ResNet502023.08 | 45.7 | 88.9 | 41.9 | 46.3 | 34.8 | |
| SOITBackbone=ResNet502023.08 | 44.8 | 82.6 | 45.2 | 45.5 | 27.5 | |
| CenterNet-HGOutput=Box, Multi-Scale=false, Backbone=Hourglass-1042023.08 | 44.7 | 84.6 | 42.7 | 45.1 | 39.5 | |
| Faster-RCNNOutput=Box, Multi-Scale=false, Backbone=ResNet-502023.08 | 41.6 | 75 | 42.1 | 41.6 | 38.3 | |
| Faster-RCNNOutput=Box, Multi-Scale=false, Backbone=ResNet-1012023.08 | 40.9 | 77.5 | 37.2 | 41 | 33.9 | |
| QueryInstBackbone=ResNet502023.08 | 40.2 | 77.7 | 36.7 | 40.8 | 21.4 | |
| CenterNet-DLAOutput=Box, Multi-Scale=false, Backbone=DLA2023.08 | 39.9 | 82.6 | 31.5 | 40.3 | 33.8 | |
| Deformable-DETROutput=Box, Multi-Scale=true, Backbone=ResNet502023.08 | 39.5 | 81 | 32.7 | 40.2 | 18.5 | |
| CornerNetOutput=Box, Multi-Scale=false, Backbone=Hourglass-1042023.08 | 24.4 | 52.3 | 18.1 | 32.8 | 6.4 | |
| DETROutput=Box, Multi-Scale=false, Backbone=ResNet 502023.08 | 22.6 | 52.3 | 14.6 | 23.9 | 18.2 |