Method Details
Details for method 'Mask R-CNN [fine-only]'
Method overview
| name | Mask R-CNN [fine-only] |
| challenge | instance-level semantic labeling |
| details | Mask R-CNN, ResNet-50-FPN, Cityscapes fine-only |
| publication | Mask R-CNN Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick https://arxiv.org/abs/1703.06870 |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | no |
| submission date | April, 2017 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| AP | 26.2171 |
| AP50% | 49.8889 |
| AP100m | 37.6317 |
| AP50m | 40.1117 |
Class results
| Class | AP | AP50% | AP100m | AP50m |
|---|---|---|---|---|
| person | 30.516 | 60.7121 | 46.2497 | 46.2318 |
| rider | 23.748 | 59.546 | 35.5611 | 35.8849 |
| car | 46.8876 | 68.3012 | 65.4649 | 67.3948 |
| truck | 22.7572 | 33.1146 | 31.0879 | 37.7669 |
| bus | 32.1504 | 48.2429 | 45.9532 | 51.1989 |
| train | 18.615 | 38.8608 | 27.5327 | 32.8783 |
| motorcycle | 19.1004 | 46.4623 | 24.8629 | 25.2702 |
| bicycle | 15.9618 | 43.8713 | 24.3413 | 24.2675 |