Details for method 'Knowledge-Aware'
Method overview
| name |
Knowledge-Aware |
| challenge |
pixel-level semantic labeling |
| details |
Knowledge-Aware Semantic Segmentation |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
August, 2018 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 79.2847 |
| iIoU Classes | 55.5564 |
| IoU Categories | 90.6937 |
| iIoU Categories | 78.0319 |
Class results
| Class |
IoU |
iIoU |
| road | 97.6299 | - |
| sidewalk | 80.0648 | - |
| building | 93.0373 | - |
| wall | 56.7747 | - |
| fence | 57.3128 | - |
| pole | 66.013 | - |
| traffic light | 72.5955 | - |
| traffic sign | 78.1643 | - |
| vegetation | 93.3898 | - |
| terrain | 71.0272 | - |
| sky | 95.6743 | - |
| person | 85.8842 | 67.6264 |
| rider | 69.6765 | 45.6335 |
| car | 95.9122 | 89.3389 |
| truck | 74.882 | 36.3195 |
| bus | 88.455 | 49.3772 |
| train | 86.3104 | 52.6141 |
| motorcycle | 68.144 | 43.6115 |
| bicycle | 75.4605 | 59.9304 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.6906 | - |
| nature | 93.0977 | - |
| object | 72.573 | - |
| sky | 95.6743 | - |
| construction | 93.3881 | - |
| human | 85.9788 | 68.6779 |
| vehicle | 95.4536 | 87.386 |
Links
Download results as .csv file
Benchmark page
