Object Detection on COCO 20K
22.4AP@0.50 (Box)CutLER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CutLERPretrain=ImageNet, Detector=Cascade Mask R-CNN, Init.=DINO, Zero-shot protocol=true2023.01 | 22.4 | 12.5 | 11.9 | — | |
| CutLERBackbone=ResNet-50, Zero-shot=true, Unsupervised=true, Class-agnostic=true2023.01 | 22.4 | — | — | 33.1 | |
| CutLERPretrain=ImageNet, Detector=Mask R-CNN, Init.=DINO, Zero-shot protocol=true2023.01 | 21.8 | 11.1 | 10.1 | — | |
| FreeSOLOPretrain=IN+COCO, Detector=SOLOv2, Init.=DenseCL, Zero-shot protocol=false2023.01 | 9.7 | 3.2 | 4.1 | — | |
| FreeSOLOBackbone=ResNet-101, Zero-shot=true, Unsupervised=true, Class-agnostic=true2023.01 | 9.7 | — | — | 12.6 | |
| DINOPretrain=ImageNet, Init.=DINO, Zero-shot protocol=true2023.01 | 1.7 | 0.1 | 0.3 | — | |
| LOSTPretrain=IN+COCO, Detector=Faster R-CNN, Init.=DINO, Zero-shot protocol=false2023.01 | — | — | 2.4 | — | |
| MaskDistillPretrain=IN+COCO, Detector=Mask R-CNN, Init.=MoCo, Zero-shot protocol=false2023.01 | — | — | 6.8 | — |