Method Details
Details for method 'SSAP'
Method overview
| name | SSAP |
| challenge | instance-level semantic labeling |
| details | SSAP, ResNet-101, Cityscapes fine-only |
| publication | SSAP: Single-Shot Instance Segmentation With Affinity Pyramid Naiyu Gao, Yanhu Shan, Yupei Wang, Xin Zhao, Yinan Yu, Ming Yang, Kaiqi Huang ICCV 2019 https://arxiv.org/abs/1909.01616 |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | no |
| submission date | March, 2019 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| AP | 32.6893 |
| AP50% | 51.7751 |
| AP100m | 47.2694 |
| AP50m | 51.4149 |
Class results
| Class | AP | AP50% | AP100m | AP50m |
|---|---|---|---|---|
| person | 35.377 | 62.5056 | 54.3109 | 54.4556 |
| rider | 25.4714 | 52.3205 | 39.177 | 39.7603 |
| car | 55.934 | 75.732 | 78.261 | 81.8188 |
| truck | 33.2234 | 41.8139 | 48.1189 | 54.876 |
| bus | 43.8565 | 55.3527 | 67.6159 | 77.8265 |
| train | 31.9337 | 51.7819 | 42.7053 | 54.4449 |
| motorcycle | 19.5272 | 38.249 | 25.4954 | 25.8762 |
| bicycle | 16.1911 | 36.4451 | 22.4708 | 22.2608 |