Object Proposal Generation on PASCAL VOC 2007 (test)
79.5Recall@0.5 (10)RefinedBox
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RefinedBoxSupervision=Fully-supervised2022.01 | 79.5 | — | 88.6 | 90.8 | 92.4 | — | 49.8 | 56.1 | 57.7 | 59 | |
| RPNSupervision=Fully-supervised2022.01 | 60.1 | — | 73.8 | 80.7 | 89 | — | 28.4 | 38.1 | 42.7 | 48.9 | |
| DeepBoxSupervision=Fully-supervised2022.01 | 58.1 | — | 71.8 | 77.2 | 84.5 | — | 33.9 | 44.5 | 49.2 | 54.9 | |
| ProposalCLIPSupervision=Unsupervised2022.01 | 52.1 | 22.1 | 65.8 | 71.7 | 78 | 10.6 | 29.6 | 39.3 | 43.5 | 48.3 | |
| Edge boxesSupervision=Unsupervised2022.01 | 42.5 | 15.2 | 58.3 | 64.7 | 72.5 | 7.6 | 24.2 | 35.1 | 39.9 | 46.3 | |
| Selective searchSupervision=Unsupervised2022.01 | 35.7 | 11.3 | 52.3 | 59.8 | 69.1 | 4.9 | 16.5 | 27.7 | 33.9 | 42 | |
| rOSDSupervision=Unsupervised2022.01 | 33.2 | 16.6 | 42.9 | 45.3 | 49.8 | 6.8 | 15.3 | 21.5 | 22.1 | 25.5 | |
| LOSTSupervision=Unsupervised2022.01 | 23.7 | 18.8 | 25.4 | 26.3 | 27.7 | 7.2 | 10.2 | 11.7 | 12.6 | 13.7 |