Method overview
| challenge |
pixel-level semantic labeling |
| used Cityscapes data |
|
| used external data |
|
| runtime |
n/a |
| subsampling |
2 |
Average results
| Metric |
Value |
| IoU Classes | 64.7831 |
| iIoU Classes | 37.3336 |
| IoU Categories | 84.6826 |
| iIoU Categories | 67.7562 |
Class results
| Class |
IoU |
iIoU |
| road | 97.2215 | - |
| sidewalk | 78.9608 | - |
| building | 88.6714 | - |
| wall | 40.8659 | - |
| fence | 43.5678 | - |
| pole | 52.8467 | - |
| traffic light | 54.7998 | - |
| traffic sign | 61.2993 | - |
| vegetation | 90.8207 | - |
| terrain | 67.5879 | - |
| sky | 93.5385 | - |
| person | 72.3015 | 52.0865 |
| rider | 50.8207 | 28.4382 |
| car | 90.739 | 83.827 |
| truck | 47.3121 | 18.2666 |
| bus | 56.1002 | 29.6186 |
| train | 43.5534 | 23.6793 |
| motorcycle | 41.9163 | 20.5648 |
| bicycle | 57.9556 | 42.1878 |
Category results
| Category |
IoU |
iIoU |
| flat | 97.8305 | - |
| nature | 90.4811 | - |
| object | 58.807 | - |
| sky | 93.5385 | - |
| construction | 88.8368 | - |
| human | 73.4743 | 53.8388 |
| vehicle | 89.8101 | 81.6736 |
Links
Download results as .csv file
Benchmark page
