Details for method 'GPNet-ResNet101'
Method overview
| name |
GPNet-ResNet101 |
| 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 |
February, 2020 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 82.4633 |
| iIoU Classes | 62.3614 |
| IoU Categories | 91.9263 |
| iIoU Categories | 81.9876 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8367 | - |
| sidewalk | 87.8891 | - |
| building | 93.8945 | - |
| wall | 61.8985 | - |
| fence | 63.3048 | - |
| pole | 70.4207 | - |
| traffic light | 78.9208 | - |
| traffic sign | 81.7752 | - |
| vegetation | 94.0266 | - |
| terrain | 72.4847 | - |
| sky | 95.9278 | - |
| person | 88.2967 | 73.0882 |
| rider | 74.8748 | 54.175 |
| car | 96.492 | 91.6648 |
| truck | 80.4885 | 46.7671 |
| bus | 91.1095 | 59.1435 |
| train | 85.4575 | 54.5148 |
| motorcycle | 72.0877 | 52.2051 |
| bicycle | 78.6176 | 67.3327 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.7626 | - |
| nature | 93.7003 | - |
| object | 76.4405 | - |
| sky | 95.9278 | - |
| construction | 94.2254 | - |
| human | 88.3677 | 74.0034 |
| vehicle | 96.0595 | 89.9718 |
Links
Download results as .csv file
Benchmark page
