Method Details
Details for method 'EFRNet-13'
Method overview
| name | EFRNet-13 |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.0146 s Intel i7 7700, NVIDIA TitanX 12G |
| subsampling | no |
| submission date | August, 2019 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 72.8236 |
| iIoU Classes | 43.6333 |
| IoU Categories | 86.9955 |
| iIoU Categories | 70.0678 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.1768 | - |
| sidewalk | 83.0216 | - |
| building | 90.8049 | - |
| wall | 56.5252 | - |
| fence | 51.3743 | - |
| pole | 54.8893 | - |
| traffic light | 60.4275 | - |
| traffic sign | 66.382 | - |
| vegetation | 92.0904 | - |
| terrain | 69.5998 | - |
| sky | 94.6693 | - |
| person | 78.615 | 56.2382 |
| rider | 59.4031 | 31.999 |
| car | 93.548 | 85.3629 |
| truck | 62.7822 | 23.3536 |
| bus | 79.1734 | 38.6051 |
| train | 72.715 | 36.6929 |
| motorcycle | 53.5877 | 29.7738 |
| bicycle | 65.8633 | 47.0408 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.3298 | - |
| nature | 91.7865 | - |
| object | 61.5177 | - |
| sky | 94.6693 | - |
| construction | 91.037 | - |
| human | 78.917 | 57.4738 |
| vehicle | 92.7115 | 82.6619 |