Method Details
Details for method 'C3Net [2,3,7,13]'
Method overview
| name | C3Net [2,3,7,13] |
| challenge | pixel-level semantic labeling |
| details | |
| publication | C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation Hyojin Park, Youngjoon Yoo, Geonseok Seo, Dongyoon Han, Sangdoo Yun, Nojun Kwak https://arxiv.org/abs/1812.04920 |
| project page / code | https://github.com/HYOJINPARK/C3SINet |
| used Cityscapes data | |
| used external data | |
| runtime | n/a |
| subsampling | 2 |
| submission date | September, 2019 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 64.7831 |
| iIoU Classes | 37.3336 |
| IoU Categories | 84.6826 |
| iIoU Categories | 67.7562 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.2215 | - |
| sidewalk | 78.9608 | - |
| building | 88.6714 | - |
| wall | 40.8659 | - |
| fence | 43.5678 | - |
| pole | 52.8467 | - |
| traffic light | 54.7998 | - |
| traffic sign | 61.2993 | - |
| vegetation | 90.8207 | - |
| terrain | 67.5879 | - |
| sky | 93.5385 | - |
| person | 72.3015 | 52.0865 |
| rider | 50.8207 | 28.4382 |
| car | 90.739 | 83.827 |
| truck | 47.3121 | 18.2666 |
| bus | 56.1002 | 29.6186 |
| train | 43.5534 | 23.6793 |
| motorcycle | 41.9163 | 20.5648 |
| bicycle | 57.9556 | 42.1878 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 97.8305 | - |
| nature | 90.4811 | - |
| object | 58.807 | - |
| sky | 93.5385 | - |
| construction | 88.8368 | - |
| human | 73.4743 | 53.8388 |
| vehicle | 89.8101 | 81.6736 |