Deformable DETR: Deformable Transformers for End-to-End Object Detection

Benchmark Model Rank Results
2d-object-detection-on-sardet-100kDeformable DETR#7box mAP: 50.0
object-detection-on-coco-oDeformable-DETR (ResNet-50)#33Average mAP: 18.5Effective Robustness: -1.49
object-detection-on-coco-test-devDeformable DETR (ResNeXt-101+DCN)#67box mAP: 52.3AP50: 71.9AP75: 58.1APS: 34.4APM: 54.4APL: 65.6
object-detection-on-coco-val2017Deformable DETR + iterative bounding box refinement + two-stage Deformable DETR#293box AP: 46.2
object-detection-on-coco-val2017Deformable DETR + iterative bounding box refinement#302box AP: 45.4
object-detection-on-coco-val2017Deformable DETR#338box AP: 43.8