| COCO 2017 (val) | Swin-Small | APm50.3 | | 1,144 | 2d ago |
| COCO (val) | EVA | APmk55 | | 472 | 2d ago |
| COCO (test-dev) | Mask Frozen-DINO-DETR | APM58.4 | | 380 | 3d ago |
| COCO | BEIT-3 | APmask54.8 | | 279 | 3d ago |
| COCO 2017 (test-dev) | Soft Teacher | AP (Overall)53 | | 253 | 3d ago |
| Cityscapes (val) | OneFormer | AP50.6 | | 239 | 3d ago |
| COCO 2017 | RevCol-H | APm53 | | 199 | 2d ago |
| LVIS v1.0 (val) | EVA | AP (Rare)48.3 | | 189 | 2d ago |
| PASCAL VOC 2012 (val) | APro | mAP @0.577.6 | | 173 | 3d ago |
| Cityscapes (test) | PolyTransform | AP (Overall)40.1 | | 122 | 3d ago |
| PanNuke 19 tissue types (three-fold cross-validation) | LKCell | mPQ59.9 | | 120 | 3d ago |
| COCO mini (val) | SwinV2-G (HTC++) | AP^m53.7 | | 69 | 3d ago |
| LVIS | OWL-ViT v2 | mAP (Mask)50.4 | | 68 | 2d ago |
| MS-COCO | DINAT-L | AP50.8 | | 61 | 3d ago |
| LVIS 0.5 (val) | De-confound-TDE | APr22.1 | | 58 | 3d ago |
| ScanNetV2 (val) | MAFT | mAP@0.575.9 | | 58 | 2d ago |
| ScanNet200 (val) | ODIN-Swin-B | mAP@5045.3 | | 53 | 2d ago |
| LVIS (val) | OVMR | APr34.4 | | 46 | 2d ago |
| MS COCO (test-dev) | MS R-CNN | mAP@[.5:.95]38.3 | | 46 | 3d ago |
| PartNet 1.0 (test) | detection-by-segmentation method | mAP (Chair)94.9 | | 44 | 3d ago |
| COCO non-VOC categories | ContrastMask | mAP39.7 | | 41 | 3d ago |
| S3DIS (6-fold CV) | HAIS | mPrec73.2 | | 40 | 2d ago |
| ScanNet (val) | OccuSeg | mAP44.2 | | 39 | 2d ago |
| OCHuman (test) | Pose2Seg | Mask AP55.2 | | 38 | 3d ago |
| LVIS v0.5 (val) | EQL v2 | Mask AP32 | | 36 | 3d ago |
