Object Proposal Generation on COCO (val)
44.6Recall@0.5 (10)RefinedBox
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RefinedBoxSupervision=Fully-supervised2022.01 | 44.6 | — | 57.3 | 62.4 | 68.1 | — | 30.4 | 38.2 | 41.1 | 44.3 | |
| RPNSupervision=Fully-supervised2022.01 | 30.6 | — | 46.2 | 55.1 | 65 | — | 16.1 | 25 | 30.2 | 36.1 | |
| ProposalCLIPSupervision=Unsupervised2022.01 | 27.1 | 11.2 | 33.5 | 35.7 | 38.3 | 4.8 | 14.3 | 20.2 | 23.9 | 26.8 | |
| DeepBoxSupervision=Fully-supervised2022.01 | 21.9 | — | 32.3 | 38.4 | 47.5 | — | 12.5 | 18.9 | 22.5 | 27.8 | |
| Edge boxesSupervision=Unsupervised2022.01 | 17.1 | 5.5 | 25.9 | 30.5 | 36.5 | 3 | 10.9 | 16.2 | 18.7 | 23.5 | |
| rOSDSupervision=Unsupervised2022.01 | 13.5 | 4.7 | 22.7 | 25.4 | 27.1 | 1.5 | 4.6 | 9.8 | 12.2 | 13.9 | |
| Selective searchSupervision=Unsupervised2022.01 | 11.1 | 3.3 | 19.6 | 24.2 | 31 | 1.5 | 4.1 | 8.5 | 11.2 | 15.7 | |
| LOSTSupervision=Unsupervised2022.01 | 6.6 | 5 | 7.4 | 7.8 | 8.5 | 1.6 | 2.4 | 2.8 | 3.1 | 3.6 |