Method Details
Details for method 'AFPNet'
Method overview
| name | AFPNet |
| challenge | pixel-level semantic labeling |
| details | backbone : ResNet-18 |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 0.031 s Titan Xp |
| subsampling | no |
| submission date | December, 2019 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 76.0963 |
| iIoU Classes | 50.2463 |
| IoU Categories | 89.1272 |
| iIoU Categories | 74.9663 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.3759 | - |
| sidewalk | 84.2808 | - |
| building | 91.9822 | - |
| wall | 52.3109 | - |
| fence | 53.7315 | - |
| pole | 60.6748 | - |
| traffic light | 71.2031 | - |
| traffic sign | 74.4303 | - |
| vegetation | 92.7186 | - |
| terrain | 70.4569 | - |
| sky | 94.5541 | - |
| person | 83.4533 | 62.6405 |
| rider | 67.202 | 42.1502 |
| car | 95.1737 | 88.1119 |
| truck | 67.3582 | 32.9835 |
| bus | 77.6223 | 41.7717 |
| train | 76.5442 | 42.0378 |
| motorcycle | 61.2714 | 36.4493 |
| bicycle | 72.4857 | 55.8254 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5557 | - |
| nature | 92.4042 | - |
| object | 67.9787 | - |
| sky | 94.5541 | - |
| construction | 92.3041 | - |
| human | 83.7008 | 63.9543 |
| vehicle | 94.3926 | 85.9784 |