One-shot Object Detection on COCO (novel)
15.1APRefCD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RefCDParadigm=Unsupervised, Pretrain=ImageNet2026.05 | 15.1 | 24.7 | 29.3 | |
| UNICL-SAMPublication=CVPR’25, Paradigm=Supervised, Pretrain=COCO BASE2026.05 | 13.2 | — | — | |
| SINEPublication=NeurIPS’24, Paradigm=Supervised, Pretrain=COCO BASE2026.05 | 10.5 | — | — | |
| Meta-DETRPublication=TPAMI’22, Paradigm=Supervised, Pretrain=COCO BASE2026.05 | 7.5 | 12.5 | — | |
| iFS R-CNNPublication=CVPR’22, Paradigm=Supervised, Pretrain=COCO BASE2026.05 | 6.4 | — | — | |
| RefTPublication=TPAMI’24, Paradigm=Supervised, Pretrain=COCO BASE2026.05 | 5.2 | — | — | |
| iMTFAPublication=CVPR’21, Paradigm=Supervised, Pretrain=COCO BASE2026.05 | 3.3 | 6 | — | |
| Meta R-CNNPublication=ICCV’19, Paradigm=Supervised, Pretrain=COCO BASE2026.05 | 1.5 | — | — |