Object Detection on M6Doc (test)
64.5mAPTransDLANet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TransDLANetBackbone=ResNet-1012023.05 | 64.5 | 82.7 | 72.7 | 74.9 | |
| ISTRBackbone=ResNet-1012023.05 | 62.7 | 80.8 | 70.8 | 73.2 | |
| YOLOv3Backbone=DarkNet-532023.05 | 59.8 | 75.6 | 68.1 | 72.4 | |
| HTCBackbone=ResNet-1012023.05 | 58.2 | 74.3 | 67.2 | 68.1 | |
| Deformable DETRBackbone=ResNet-1012023.05 | 57.2 | 76.8 | 63.4 | 75.2 | |
| SCNetBackbone=ResNet-1012023.05 | 56.1 | 73.5 | 65.1 | 67.3 | |
| Cascade Mask R-CNNBackbone=ResNet-1012023.05 | 54.4 | 70.5 | 62.9 | 62.1 | |
| Cascade R-CNNBackbone=ResNet-1012023.05 | 54.1 | 70.4 | 62.3 | 61.4 | |
| QueryInstBackbone=ResNet-1012023.05 | 51 | 67.1 | 58.1 | 71 | |
| Faster R-CNNBackbone=ResNet-1012023.05 | 49 | 67.8 | 57.2 | 57.2 | |
| SOLOv2Backbone=ResNet-1012023.05 | 46.8 | 67.5 | 51.4 | 61.5 | |
| FoveaBoxBackbone=ResNet-1012023.05 | 45.1 | 66.1 | 51.7 | 59.4 | |
| FCOSBackbone=ResNet-1012023.05 | 40.6 | 59.3 | 45.9 | 59.5 | |
| Mask R-CNNBackbone=ResNet-1012023.05 | 40.1 | 58.4 | 46.2 | 50.8 | |
| SOLOBackbone=ResNet-1012023.05 | 38.7 | 56 | 42.7 | 54.9 | |
| GFLBackbone=ResNet-1012023.05 | 34.7 | 50.8 | 38.7 | 48.7 | |
| RetinaNetBackbone=ResNet-1012023.05 | 21.4 | 33.1 | 23.3 | 37.4 |