Method Details
Details for method 'SAC-multiple'
Method overview
| name | SAC-multiple |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Scale-adaptive Convolutions for Scene Parsing Rui Zhang, Sheng Tang, Yongdong Zhang, Jintao Li, and Shuicheng Yan International Conference on Computer Vision (ICCV) 2017 |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | no |
| submission date | March, 2017 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 78.1268 |
| iIoU Classes | 55.2327 |
| IoU Categories | 90.5768 |
| iIoU Categories | 78.3172 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.6809 | - |
| sidewalk | 86.5434 | - |
| building | 93.1452 | - |
| wall | 56.2978 | - |
| fence | 59.5215 | - |
| pole | 65.0954 | - |
| traffic light | 72.9547 | - |
| traffic sign | 78.2459 | - |
| vegetation | 93.5051 | - |
| terrain | 72.5836 | - |
| sky | 95.5684 | - |
| person | 85.8973 | 67.0492 |
| rider | 70.8167 | 48.3739 |
| car | 95.9403 | 90.2815 |
| truck | 71.154 | 39.3918 |
| bus | 78.6001 | 50.5651 |
| train | 66.1786 | 41.9886 |
| motorcycle | 67.6538 | 43.5414 |
| bicycle | 76.0257 | 60.6702 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6883 | - |
| nature | 93.1412 | - |
| object | 71.7713 | - |
| sky | 95.5684 | - |
| construction | 93.4471 | - |
| human | 86.1227 | 68.4076 |
| vehicle | 95.2985 | 88.2269 |