Method Details
Details for method 'HRN'
Method overview
| name | HRN |
| challenge | pixel-level semantic labeling |
| details | Hierarchical residual network |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 45 s Nvidia RTX 2080Ti |
| subsampling | no |
| submission date | May, 2023 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 77.6527 |
| iIoU Classes | 53.4262 |
| IoU Categories | 89.9834 |
| iIoU Categories | 77.1841 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.4411 | - |
| sidewalk | 85.1329 | - |
| building | 92.6358 | - |
| wall | 55.9249 | - |
| fence | 56.8465 | - |
| pole | 63.8512 | - |
| traffic light | 72.2387 | - |
| traffic sign | 75.8889 | - |
| vegetation | 93.1871 | - |
| terrain | 72.2937 | - |
| sky | 95.2685 | - |
| person | 84.3121 | 66.2726 |
| rider | 68.1211 | 44.8056 |
| car | 95.474 | 89.0498 |
| truck | 66.6812 | 33.3655 |
| bus | 80.6608 | 44.1898 |
| train | 81.6248 | 49.858 |
| motorcycle | 63.299 | 42.153 |
| bicycle | 73.5188 | 57.7153 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6284 | - |
| nature | 92.9527 | - |
| object | 70.4619 | - |
| sky | 95.2685 | - |
| construction | 93.0163 | - |
| human | 84.6712 | 67.4508 |
| vehicle | 94.8847 | 86.9174 |