Method Details
Details for method 'BFP'
Method overview
| name | BFP |
| challenge | pixel-level semantic labeling |
| details | Boundary-Aware Feature Propagation for Scene Segmentation |
| publication | Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding, Xudong Jiang, Ai Qun Liu, Nadia Magnenat Thalmann, and Gang Wang IEEE International Conference on Computer Vision (ICCV), 2019 http://openaccess.thecvf.com/content_ICCV_2019/html/Ding_Boundary-Aware_Feature_Propagation_for_Scene_Segmentation_ICCV_2019_paper.html |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | n/a |
| subsampling | no |
| submission date | November, 2019 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 81.3788 |
| iIoU Classes | 62.3139 |
| IoU Categories | 91.3571 |
| iIoU Categories | 81.4265 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.6523 | - |
| sidewalk | 86.9504 | - |
| building | 93.4717 | - |
| wall | 59.7886 | - |
| fence | 63.3527 | - |
| pole | 68.9302 | - |
| traffic light | 76.7817 | - |
| traffic sign | 80.9111 | - |
| vegetation | 93.7325 | - |
| terrain | 72.7771 | - |
| sky | 95.4749 | - |
| person | 87.0492 | 72.0848 |
| rider | 72.0776 | 52.4334 |
| car | 96.0203 | 91.2189 |
| truck | 77.5602 | 49.8803 |
| bus | 88.9508 | 58.4242 |
| train | 86.9213 | 59.4509 |
| motorcycle | 69.2107 | 49.9093 |
| bicycle | 77.5829 | 65.109 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6779 | - |
| nature | 93.3698 | - |
| object | 75.2238 | - |
| sky | 95.4749 | - |
| construction | 93.8807 | - |
| human | 87.2896 | 72.9774 |
| vehicle | 95.5833 | 89.8755 |