| COCO 2017 (val) | Focal-Stable-DINO | AP64.6 | | 2,454 | 2d ago |
| COCO (test-dev) | Co-DETR | mAP66 | | 1,195 | 3d ago |
| PASCAL VOC 2007 (test) | RefineDet512+ | mAP85.8 | | 821 | 3d ago |
| MS COCO (test-dev) | DyHead+ | mAP@.578.5 | | 677 | 3d ago |
| COCO (val) | Diff. Detector (DINO*) | mAP68.3 | | 613 | 2d ago |
| LVIS v1.0 (val) | InternImages | APbbox63.2 | | 518 | 2d ago |
| COCO v2017 (test-dev) | InternImage-H# | mAP65.4 | | 499 | 3d ago |
| COCO 2017 | Grounding-DINO-L | AP (Box)62.6 | | 279 | 2d ago |
| PASCAL VOC 2012 (test) | InternImage-H | mAP97.2 | | 270 | 3d ago |
| DOTA 1.0 (test) | | Plane AP90.39 | | 256 | 3d ago |
| MS-COCO 2017 (val) | DETR | mAP56.74 | | 237 | 2d ago |
| PASCAL VOC (Novel Set 1) | Decoupling Classifier | mAP@5068 | | 223 | 2d ago |
| Cityscapes to Foggy Cityscapes (test) | DA-Pro | mAP55.9 | | 196 | 3d ago |
| COCO | TransNeXt-Base | AP50 (Box)73.2 | | 190 | 2d ago |
| COCO (minival) | Frozen-DETR (Co-DINO-4scale)* | mAP57.6 | | 184 | 2d ago |
| PASCAL VOC Novel Set 3 | Decoupling Classifier | mAP@0.563.3 | | 175 | 2d ago |
| COCO | MViTv2-L (SoftNMS, MS) | AP (Box)58.7 | | 144 | 3d ago |
| LVIS (val) | Co-DETR | mAP67.9 | | 141 | 3d ago |
| PASCAL VOC Novel Set 3 2007+2012 | DeFRCN+Meta-ScaledDynamic+Aug | mAP5063.7 | | 139 | 2d ago |
| MS COCO (val) | DyHead+ | mAP0.603 | | 138 | 2d ago |
| MS COCO novel classes | Pseudo-Labelling | nAP2,450 | | 132 | 2d ago |
| LVIS (minival) | Co-DETR | AP71.9 | | 127 | 3d ago |
| MS COCO novel classes 2017 (val) | Ours (Decoupling Classifier) | AP22.73 | | 123 | 2d ago |
| COCO mini (val) | SwinV2-G (HTC++) | AP62.5 | | 123 | 3d ago |
| Watercolor2k (test) | XL Model w/ All Images | mAP (Overall)89.81 | | 113 | 2d ago |
