Method Details
Details for method 'AFPNet'
Method overview
| name | AFPNet |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 0.03 s TitanXP |
| subsampling | no |
| submission date | May, 2021 |
| previous submissions | 1 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 76.4042 |
| iIoU Classes | 50.0534 |
| IoU Categories | 89.2719 |
| iIoU Categories | 75.1616 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.3396 | - |
| sidewalk | 84.1395 | - |
| building | 91.9599 | - |
| wall | 50.8339 | - |
| fence | 54.9721 | - |
| pole | 61.177 | - |
| traffic light | 70.5971 | - |
| traffic sign | 74.4566 | - |
| vegetation | 92.8506 | - |
| terrain | 71.4745 | - |
| sky | 94.947 | - |
| person | 83.4538 | 63.2715 |
| rider | 66.4871 | 41.1295 |
| car | 95.2812 | 88.2268 |
| truck | 68.0012 | 30.5149 |
| bus | 81.2118 | 42.4469 |
| train | 78.382 | 42.5791 |
| motorcycle | 60.8724 | 36.1773 |
| bicycle | 72.2417 | 56.0814 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5885 | - |
| nature | 92.502 | - |
| object | 68.3262 | - |
| sky | 94.947 | - |
| construction | 92.4092 | - |
| human | 83.6884 | 64.3323 |
| vehicle | 94.4421 | 85.991 |