Method Details
Details for method 'BFNet'
Method overview
| name | BFNet |
| challenge | pixel-level semantic labeling |
| details | |
| publication | BFNet Jiaqi Fan |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | n/a |
| subsampling | no |
| submission date | August, 2021 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 70.9641 |
| iIoU Classes | 43.069 |
| IoU Categories | 87.5795 |
| iIoU Categories | 71.2628 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.0238 | - |
| sidewalk | 79.3318 | - |
| building | 91.2256 | - |
| wall | 51.1937 | - |
| fence | 50.1679 | - |
| pole | 58.0134 | - |
| traffic light | 65.3187 | - |
| traffic sign | 69.45 | - |
| vegetation | 92.2956 | - |
| terrain | 67.8089 | - |
| sky | 94.8222 | - |
| person | 79.7947 | 57.7812 |
| rider | 60.5295 | 34.4889 |
| car | 92.9286 | 85.9917 |
| truck | 54.974 | 24.7841 |
| bus | 72.1886 | 37.665 |
| train | 53.5693 | 29.4868 |
| motorcycle | 53.0893 | 30.2923 |
| bicycle | 64.593 | 44.0623 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 97.8955 | - |
| nature | 91.9107 | - |
| object | 64.5741 | - |
| sky | 94.8222 | - |
| construction | 91.4743 | - |
| human | 80.1639 | 59.1048 |
| vehicle | 92.216 | 83.4209 |