Region Proposal on COCO 2017 (val)
61.1AR@10Cascade RPN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Cascade RPNBackbone=ResNet-50-FPN, Time (s)=0.062019.09 | 61.1 | 67.6 | 71.7 | 42.1 | 69.3 | 82.8 | |
| GA-RPNBackbone=ResNet-50-FPN, Time (s)=0.062019.09 | 59.1 | 65.1 | 68.5 | 40.7 | 68.2 | 78.4 | |
| Iterative RPN+Backbone=ResNet-50-FPN, Time (s)=0.062019.09 | 54 | 60.4 | 63 | 35.6 | 62.7 | 73.9 | |
| ZIPBackbone=BN-inception, Time (s)=1.132019.09 | 53.9 | — | 67 | 31.9 | 63 | 78.5 | |
| AttractioNetBackbone=VGG-16, Time (s)=42019.09 | 53.3 | — | 66.2 | 31.5 | 62.2 | 77.7 | |
| Iterative RPNBackbone=ResNet-50-FPN, Time (s)=0.052019.09 | 48.5 | 55.4 | 58.8 | 32.1 | 56.9 | 65.4 | |
| RPNBackbone=ResNet-50-FPN, Time (s)=0.042019.09 | 44.6 | 52.9 | 58.3 | 29.5 | 51.7 | 61.4 | |
| SharpMaskBackbone=ResNet-50, Time (s)=0.762019.09 | 36.4 | — | 48.2 | — | — | — | |
| GCN-NSBackbone=VGG-16 (Sync BN), Time (s)=0.12019.09 | 31.6 | — | 60.7 | — | — | — |