Details for method 'HRNet + LKPP + EA loss'
Method overview
| name |
HRNet + LKPP + EA loss |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
|
| runtime |
n/a |
| subsampling |
no |
| submission date |
August, 2020 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 82.5874 |
| iIoU Classes | 61.7971 |
| IoU Categories | 91.3557 |
| iIoU Categories | 78.5906 |
Class results
| Class |
IoU |
iIoU |
| road | 98.7935 | - |
| sidewalk | 87.4973 | - |
| building | 93.8153 | - |
| wall | 67.2949 | - |
| fence | 63.7468 | - |
| pole | 68.4762 | - |
| traffic light | 75.8824 | - |
| traffic sign | 80.45 | - |
| vegetation | 93.7471 | - |
| terrain | 71.9212 | - |
| sky | 95.6171 | - |
| person | 87.2131 | 66.6098 |
| rider | 73.617 | 51.0147 |
| car | 96.3651 | 91.3404 |
| truck | 82.9663 | 47.045 |
| bus | 92.7232 | 61.6416 |
| train | 88.508 | 60.6044 |
| motorcycle | 72.8224 | 51.4369 |
| bicycle | 77.7042 | 64.6836 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.7636 | - |
| nature | 93.515 | - |
| object | 74.5814 | - |
| sky | 95.6171 | - |
| construction | 93.9794 | - |
| human | 87.1204 | 67.6096 |
| vehicle | 95.9129 | 89.5716 |
Links
Download results as .csv file
Benchmark page
