Method Details
Details for method 'RMNet'
Method overview
| name | RMNet |
| challenge | pixel-level semantic labeling |
| details | A fast and light net for semantic segmentation. |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.014 s GPU |
| subsampling | no |
| submission date | April, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 64.4618 |
| iIoU Classes | 37.3235 |
| IoU Categories | 84.5872 |
| iIoU Categories | 67.7412 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.5079 | - |
| sidewalk | 79.3478 | - |
| building | 88.5011 | - |
| wall | 37.0308 | - |
| fence | 40.1823 | - |
| pole | 52.6294 | - |
| traffic light | 55.6742 | - |
| traffic sign | 58.2178 | - |
| vegetation | 90.5027 | - |
| terrain | 67.2232 | - |
| sky | 93.3234 | - |
| person | 72.8077 | 51.4873 |
| rider | 51.2015 | 28.9839 |
| car | 91.4004 | 83.9024 |
| truck | 42.5287 | 19.4248 |
| bus | 53.6568 | 28.7585 |
| train | 52.6539 | 24.1769 |
| motorcycle | 41.8686 | 21.6862 |
| bicycle | 58.5152 | 40.1679 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.0085 | - |
| nature | 90.2129 | - |
| object | 58.1342 | - |
| sky | 93.3234 | - |
| construction | 88.4916 | - |
| human | 73.6243 | 53.534 |
| vehicle | 90.3152 | 81.9485 |