Object Proposal on COCO (non-VOC)
37.2AR@100GGN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GGNBackbone=OLN (Faster R-CNN style)2022.04 | 37.2 | — | — | — | — | — | |
| GGNBackbone=Faster R-CNN, Ranking=O_OLN2022.04 | 34.7 | — | — | — | — | — | |
| GGNBackbone=OLN (Mask R-CNN style)2022.04 | 33.7 | — | — | — | — | — | |
| OLNBackbone=Faster R-CNN2022.04 | 33 | — | — | — | — | — | |
| OLN-Boxcategory=Multi-stage models, stages=2-stage2021.08 | 32.7 | 24.2 | 17.7 | 26 | 38.1 | 45.1 | |
| GGNBackbone=Faster R-CNN2022.04 | 31.5 | — | — | — | — | — | |
| GGNBackbone=Mask R-CNN, Ranking=O_OLN2022.04 | 30.9 | — | — | — | — | — | |
| GGNBackbone=Mask R-CNN2022.04 | 28.7 | — | — | — | — | — | |
| Faster R-CNNcategory=Multi-stage models, filtered=true2021.08 | 28.7 | 21.3 | 13.3 | 20.2 | 36.9 | 44.3 | |
| Guided Anchoring RPNcategory=Multi-stage models2021.08 | 27.7 | 20.9 | 11.9 | 18.2 | 37.5 | 46.7 | |
| Cascade RPNcategory=Multi-stage models2021.08 | 27.7 | 21 | 12.6 | 19 | 36.7 | 46.4 | |
| OLN-RPNcategory=Single-stage models, stages=1-stage2021.08 | 27.4 | 19.8 | 11.7 | 19.4 | 33.7 | 39.7 | |
| OLNBackbone=Mask R-CNN2022.04 | 26.9 | — | — | — | — | — | |
| Faster R-CNNcategory=Multi-stage models2021.08 | 25.5 | 19.4 | 11.7 | 17.4 | 34.1 | 42.2 | |
| Faster R-CNNBackbone=Faster R-CNN, Variant=Base2022.04 | 24.9 | — | — | — | — | — | |
| MCGcategory=Learning-free method2021.08 | 24.9 | 18.9 | 10.4 | 16.6 | 33.4 | 43.8 | |
| FCOScategory=Single-stage models2021.08 | 24.4 | 18.3 | 10.5 | 16.5 | 32.7 | 39.5 | |
| RPNcategory=Single-stage models2021.08 | 20 | 14.6 | 7.4 | 12.4 | 27.3 | 32.2 | |
| Mask R-CNNBackbone=Mask R-CNN, Variant=Base2022.04 | 19.9 | — | — | — | — | — | |
| RPN w/ 1-or-0 reg.category=Single-stage models, regression_type=1-or-02021.08 | 19.5 | 14.6 | 7.5 | 13.1 | 27.2 | 32.4 |