Method Details
Details for method 'SAIT'
Method overview
| name | SAIT |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet |
| runtime | 1 s GPU TITAN X |
| subsampling | no |
| submission date | May, 2016 |
| previous submissions | 1, 2, 3 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 73.187 |
| iIoU Classes | 45.3645 |
| IoU Categories | 88.0633 |
| iIoU Categories | 71.2193 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.414 | - |
| sidewalk | 84.7177 | - |
| building | 91.5308 | - |
| wall | 53.1123 | - |
| fence | 52.5725 | - |
| pole | 57.5516 | - |
| traffic light | 64.8629 | - |
| traffic sign | 70.6216 | - |
| vegetation | 92.6092 | - |
| terrain | 70.4188 | - |
| sky | 94.9346 | - |
| person | 80.7768 | 56.803 |
| rider | 60.2469 | 35.0739 |
| car | 94.6075 | 87.0617 |
| truck | 60.2778 | 25.5582 |
| bus | 72.5098 | 39.9619 |
| train | 64.5171 | 36.9347 |
| motorcycle | 57.0731 | 31.2818 |
| bicycle | 69.1989 | 50.2405 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5134 | - |
| nature | 92.2729 | - |
| object | 64.5652 | - |
| sky | 94.9346 | - |
| construction | 91.7446 | - |
| human | 80.8075 | 57.9774 |
| vehicle | 93.6049 | 84.4612 |