| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LVIS v1 (val) | OWL-ST+FT | AP_r^b47.2 | 54 | 3d ago | |
| OV-LVIS | RTGen | AP Novel30.2 | 18 | 3d ago | |
| OV-COCO (novel) | F-ViT+CLIPSelf | AP@50 (Novel)44.3 | 14 | 3d ago | |
| COCO OVD (Generalized (17 + 48)) | CORA+ | Novel AP5043.1 | 14 | 2d ago | |
| LVIS MDETR split (minival) | OWL-ST+FT | AP55.8 | 13 | 3d ago | |
| COCO (val) | OvarNet | AP50 (All)67.23 | 13 | 3d ago | |
| ODinW 13 (test) | GLIPv2 | AP55.5 | 12 | 3d ago | |
| LVIS (val) | MaMMUT | APr31 | 10 | 3d ago | |
| LVIS v1 | UniDetector | AP (rare, box)29.3 | 9 | 2d ago | |
| LVIS | CORA+ | APr28.1 | 7 | 3d ago | |
| COCO OVD (48 base 17 novel) | RegionCLIP + APT(v_i) | mAP (Novel)36.3 | 3 | 2d ago | |
| VAW (Visual Attributes in the Wild) (test) | LocOv | Novel AP67 | 3 | 2d ago | |
| COCO OVD | - | mAP (Novel)- | 0 | 3d ago |
