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 | 70.0688 |
| iIoU Classes | 42.8617 |
| IoU Categories | 87.8098 |
| iIoU Categories | 71.5814 |
Class results
| Class |
IoU |
iIoU |
| road | 96.8381 | - |
| sidewalk | 78.5015 | - |
| building | 90.9874 | - |
| wall | 45.3994 | - |
| fence | 50.1549 | - |
| pole | 59.1089 | - |
| traffic light | 65.2153 | - |
| traffic sign | 70.792 | - |
| vegetation | 92.5142 | - |
| terrain | 68.1722 | - |
| sky | 94.668 | - |
| person | 80.5683 | 58.6862 |
| rider | 58.5013 | 34.8481 |
| car | 92.7457 | 85.6664 |
| truck | 52.7479 | 25.7268 |
| bus | 67.2585 | 37.4329 |
| train | 50.9541 | 28.6264 |
| motorcycle | 50.4596 | 27.361 |
| bicycle | 65.719 | 44.5459 |
Category results
| Category |
IoU |
iIoU |
| flat | 97.9286 | - |
| nature | 92.06 | - |
| object | 65.6888 | - |
| sky | 94.668 | - |
| construction | 91.6702 | - |
| human | 80.8651 | 60.0942 |
| vehicle | 91.7878 | 83.0685 |
Links
Download results as .csv file
Benchmark page
