Method Details
Details for method 'FoveaNet'
Method overview
| name | FoveaNet |
| challenge | pixel-level semantic labeling |
| details | 1.caffe-master 2.resnet-101 3.single scale testing Previously listed as "LXFCRN". |
| publication | FoveaNet Xin Li, Jiashi Feng |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | no |
| submission date | October, 2016 |
| previous submissions | 1, 2, 3, 4 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 74.1302 |
| iIoU Classes | 52.4331 |
| IoU Categories | 89.2574 |
| iIoU Categories | 77.5879 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.2113 | - |
| sidewalk | 83.1775 | - |
| building | 91.5385 | - |
| wall | 44.4246 | - |
| fence | 51.1579 | - |
| pole | 63.1912 | - |
| traffic light | 70.7635 | - |
| traffic sign | 75.4867 | - |
| vegetation | 92.7329 | - |
| terrain | 70.0819 | - |
| sky | 94.5233 | - |
| person | 83.3029 | 66.7 |
| rider | 64.1865 | 46.5772 |
| car | 94.62 | 88.509 |
| truck | 60.8448 | 32.7759 |
| bus | 70.7109 | 41.1662 |
| train | 63.29 | 40.8858 |
| motorcycle | 62.9864 | 42.9499 |
| bicycle | 73.2437 | 59.9006 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.4865 | - |
| nature | 92.3902 | - |
| object | 69.8057 | - |
| sky | 94.5233 | - |
| construction | 91.9183 | - |
| human | 84.2684 | 68.2853 |
| vehicle | 93.4091 | 86.8906 |