Method overview
| challenge |
pixel-level semantic labeling |
| used Cityscapes data |
fine annotations |
| used external data |
|
| runtime |
n/a |
| subsampling |
no |
Average results
| Metric |
Value |
| IoU Classes | 82.8005 |
| iIoU Classes | 61.5215 |
| IoU Categories | 92.2142 |
| iIoU Categories | 81.926 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8152 | - |
| sidewalk | 87.92 | - |
| building | 94.0075 | - |
| wall | 63.2 | - |
| fence | 63.8314 | - |
| pole | 72.6622 | - |
| traffic light | 79.2772 | - |
| traffic sign | 82.4385 | - |
| vegetation | 93.9933 | - |
| terrain | 73.143 | - |
| sky | 96.0952 | - |
| person | 88.3977 | 73.415 |
| rider | 75.2209 | 55.5006 |
| car | 96.4616 | 91.3274 |
| truck | 79.5026 | 42.4377 |
| bus | 90.8618 | 59.6792 |
| train | 86.0305 | 52.1975 |
| motorcycle | 72.0958 | 50.6276 |
| bicycle | 79.2549 | 66.9874 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.7922 | - |
| nature | 93.7628 | - |
| object | 78.0363 | - |
| sky | 96.0952 | - |
| construction | 94.3521 | - |
| human | 88.4752 | 74.4854 |
| vehicle | 95.9857 | 89.3666 |
Links
Download results as .csv file
Benchmark page
