Method Details
Details for method 'SAIT'
Method overview
| name | SAIT |
| challenge | pixel-level semantic labeling |
| details | only train data (2,975), full resolution training |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 1 s GPU TITAN X |
| subsampling | no |
| submission date | April, 2016 |
| previous submissions | 1 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 67.6896 |
| iIoU Classes | 40.1272 |
| IoU Categories | 86.3304 |
| iIoU Categories | 68.1926 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.8639 | - |
| sidewalk | 80.6982 | - |
| building | 89.8794 | - |
| wall | 40.2122 | - |
| fence | 40.0262 | - |
| pole | 52.8634 | - |
| traffic light | 59.5246 | - |
| traffic sign | 66.8614 | - |
| vegetation | 91.2207 | - |
| terrain | 68.876 | - |
| sky | 94.2774 | - |
| person | 77.7787 | 54.6931 |
| rider | 57.6591 | 30.7798 |
| car | 93.1247 | 82.3951 |
| truck | 45.1175 | 20.8157 |
| bus | 56.3322 | 28.6728 |
| train | 52.6442 | 26.3903 |
| motorcycle | 54.7768 | 30.6116 |
| bicycle | 66.3651 | 46.6589 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.2938 | - |
| nature | 90.9371 | - |
| object | 60.3807 | - |
| sky | 94.2774 | - |
| construction | 90.0559 | - |
| human | 78.376 | 56.1228 |
| vehicle | 91.9919 | 80.2623 |