Herein, we provide RPN files for DensePose-COCO dataset train, minival and valminusminival partitions.
The RPN results are obtained using the models provided in the Detectron model-zoo. For performance measures please refer to this file.
X-101-32x8d-FPN: [train] [minival] [valminusminival]
R-50-FPN: [train] [minival] [valminusminival]
| Model | AP | AP50 | AP75 | APm | APl |
|---|---|---|---|---|---|
ResNet50_FPN_s1x |
0.5119 | 0.8538 | 0.5409 | 0.4532 | 0.5322 |
ResNet50_FPN_s1x-e2e |
0.5221 | 0.8556 | 0.5581 | 0.4746 | 0.5422 |
ResNet101_FPN_s1x |
0.5461 | 0.8695 | 0.5828 | 0.4871 | 0.5651 |
ResNet101_FPN_s1x-e2e |
0.5598 | 0.8754 | 0.6095 | 0.5129 | 0.5744 |
ResNet101_FPN_32x8d_s1x |
0.5584 | 0.8690 | 0.6029 | 0.5074 | 0.5767 |
ResNet101_FPN_32x8d_s1x-e2e |
0.6027 | 0.8989 | 0.6684 | 0.5515 | 0.6150 |