Category-agnostic Object Detection on COCO 20K
13.3APRefCD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RefCDBackbone=ResNet50, Pretrain=ImageNet, Training regime=Unsupervised2026.05 | 13.3 | 24.5 | 34.8 | |
| CuVLERPublication=CVPR’24, Backbone=ResNet50, Pretrain=ImageNet, Training regime=Unsupervised2026.05 | 13.1 | 24.1 | — | |
| RT-DETRPublication=CVPR’24, Backbone=ResNet50, Pretrain=ImageNet, Training regime=Unsupervised2026.05 | 12.8 | 21.7 | 29.3 | |
| CutLERPublication=CVPR’23, Backbone=DINO, Pretrain=ImageNet, Training regime=Unsupervised2026.05 | 10.1 | 21.8 | 30 | |
| FreeSOLOPublication=CVPR’22, Backbone=DenseCL, Pretrain=ImageNet+COCO, Training regime=Semi-supervised2026.05 | 4.1 | 9.7 | — | |
| MaskDistillPublication=arXiv’22, Backbone=MoCo, Pretrain=ImageNet+COCO, Training regime=Semi-supervised2026.05 | 2.9 | 6.8 | — | |
| LOSTPublication=arXiv’21, Backbone=DINO, Pretrain=ImageNet+COCO, Training regime=Semi-supervised2026.05 | 1.1 | 2.4 | — | |
| DINOPublication=arXiv’22, Backbone=DINO, Pretrain=ImageNet, Training regime=Unsupervised2026.05 | 0.3 | 1.7 | — |