| COCO 2017 (val) | Focal-Stable-DINO | AP64.6 | | 2,930 | 17d ago |
| COCO (test-dev) | Co-DETR | mAP66 | | 1,239 | 4mo ago |
| PASCAL VOC 2007 (test) | RefineDet512+ | mAP85.8 | | 844 | 4mo ago |
| MS COCO (test-dev) | DyHead+ | mAP@.578.5 | | 677 | 4mo ago |
| COCO (val) | Diff. Detector (DINO*) | mAP68.3 | | 637 | 1mo ago |
| LVIS v1.0 (val) | InternImages | APbbox63.2 | | 548 | 17d ago |
| COCO v2017 (test-dev) | InternImage-H# | mAP65.4 | | 499 | 4mo ago |
| COCO 2017 | Grounding-DINO-L | AP (Box)62.6 | | 348 | 18d ago |
| PASCAL VOC 2012 (test) | InternImage-H | mAP97.2 | | 293 | 2mo ago |
| MS-COCO 2017 (val) | SAM-H Baseline | mAP74 | | 264 | 1mo ago |
| DOTA 1.0 (test) | | Plane AP90.39 | | 256 | 4mo ago |
| MS COCO (val) | DyHead+ | mAP0.603 | | 242 | 26d ago |
| COCO | TransNeXt-Base | AP50 (Box)73.2 | | 237 | 3mo ago |
| PASCAL VOC (Novel Set 1) | Decoupling Classifier | mAP@5068 | | 223 | 4mo ago |
| MS COCO | InfoMamba-B | AP5073.3 | | 208 | 1mo ago |
| Cityscapes to Foggy Cityscapes (test) | DA-Pro | mAP55.9 | | 196 | 4mo ago |
| LVIS (minival) | Co-DETR | AP71.9 | | 188 | 1mo ago |
| COCO | MViTv2-L (SoftNMS, MS) | AP (Box)58.7 | | 186 | 2mo ago |
| OV-COCO | OV-DETR | AP50 (Novel)2,940 | | 185 | 22d ago |
| COCO (minival) | Frozen-DETR (Co-DINO-4scale)* | mAP57.6 | | 184 | 4mo ago |
| PASCAL VOC Novel Set 3 | Decoupling Classifier | mAP@0.563.3 | | 175 | 4mo ago |
| LVIS (val) | Co-DETR | mAP67.9 | | 174 | 24d ago |
| Foggy Cityscapes (test) | DSBCO | AP (Person)61.1 | | 161 | 24d ago |
| V2X-Sim (test) | | AP@0.580.73 | | 155 | 2mo ago |
| VisDrone (val) | FRFDet-X† | AP5063.1 | | 155 | 18d ago |
