Region Proposal on MS COCO (val)
59.2AR@100GA-RPN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GA-RPNBackbone=ResNet-50-FPN, runtime (s/img)=0.132019.01 | 59.2 | 65.2 | 68.5 | 40.9 | 67.8 | 79 | |
| ZIPBackbone=BN-inception, runtime (s/img)=1.132019.01 | 53.9 | — | 67 | 31.9 | 63 | 78.5 | |
| AttractioNetBackbone=VGG-16, runtime (s/img)=4.002019.01 | 53.3 | — | 66.2 | 31.5 | 62.2 | 77.7 | |
| RPNBackbone=ResNeXt-101-FPN, runtime (s/img)=0.262019.01 | 52.8 | 58.7 | 62.6 | 37.3 | 60.8 | 68.6 | |
| RPNBackbone=ResNet-152-FPN, runtime (s/img)=0.162019.01 | 51.9 | 58 | 62 | 36.3 | 59.8 | 68.1 | |
| RPN+Focal LossBackbone=ResNet-50-FPN, runtime (s/img)=0.092019.01 | 50.2 | 56.6 | 60.9 | 33.9 | 58.2 | 67.5 | |
| RefineRPNBackbone=ResNet-50-FPN, runtime (s/img)=0.112019.01 | 50.2 | 56.3 | 60.6 | 33.5 | 59.1 | 66.9 | |
| RPN+IterativeBackbone=ResNet-50-FPN, runtime (s/img)=0.102019.01 | 49.7 | 56 | 60 | 34.7 | 58.2 | 64 | |
| RPN+Bounded IoU LossBackbone=ResNet-50-FPN, runtime (s/img)=0.092019.01 | 48.3 | 55.1 | 59.6 | 33 | 56 | 64.3 | |
| RPNBackbone=ResNet-50-FPN, runtime (s/img)=0.092019.01 | 47.5 | 54.7 | 59.4 | 31.7 | 55.1 | 64.6 | |
| RPN+9 anchorsBackbone=ResNet-50-FPN, runtime (s/img)=0.092019.01 | 46.8 | 54.6 | 60.3 | 29.5 | 54.9 | 65.6 | |
| SharpMaskBackbone=ResNet-50, runtime (s/img)=0.76 (unfair)2019.01 | 36.4 | — | 48.2 | 6 | 51 | 66.5 | |
| GCN-NSBackbone=VGG-16 (SyncBN), runtime (s/img)=0.102019.01 | 31.6 | — | 60.7 | — | — | — |