Details for method 'K-net'
Method overview
| name |
K-net |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
XinLiang Zhong
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
|
| runtime |
n/a |
| subsampling |
no |
| submission date |
October, 2017 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 76.0295 |
| iIoU Classes | 52.8334 |
| IoU Categories | 88.792 |
| iIoU Categories | 75.4128 |
Class results
| Class |
IoU |
iIoU |
| road | 98.3039 | - |
| sidewalk | 84.301 | - |
| building | 92.0653 | - |
| wall | 52.2809 | - |
| fence | 56.4736 | - |
| pole | 58.9971 | - |
| traffic light | 69.8376 | - |
| traffic sign | 73.1501 | - |
| vegetation | 92.654 | - |
| terrain | 70.3813 | - |
| sky | 94.6452 | - |
| person | 82.9531 | 62.7581 |
| rider | 66.2565 | 46.6973 |
| car | 95.2292 | 88.3082 |
| truck | 68.5006 | 36.9815 |
| bus | 79.924 | 51.716 |
| train | 73.9987 | 42.5901 |
| motorcycle | 62.5426 | 38.5722 |
| bicycle | 72.0659 | 55.0439 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.4508 | - |
| nature | 92.3149 | - |
| object | 66.3888 | - |
| sky | 94.6452 | - |
| construction | 92.3713 | - |
| human | 82.9618 | 64.5661 |
| vehicle | 94.4111 | 86.2595 |
Links
Download results as .csv file
Benchmark page
