Details for method 'ndnet'
Method overview
| name |
ndnet |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
|
| runtime |
0.024 s
|
| subsampling |
no |
| submission date |
February, 2019 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 64.8348 |
| iIoU Classes | 34.7366 |
| IoU Categories | 84.4658 |
| iIoU Categories | 64.6744 |
Class results
| Class |
IoU |
iIoU |
| road | 97.7194 | - |
| sidewalk | 79.4887 | - |
| building | 89.0005 | - |
| wall | 39.587 | - |
| fence | 41.1877 | - |
| pole | 47.0118 | - |
| traffic light | 51.8359 | - |
| traffic sign | 58.692 | - |
| vegetation | 90.6959 | - |
| terrain | 66.848 | - |
| sky | 93.7165 | - |
| person | 74.5525 | 47.4073 |
| rider | 53.2526 | 24.0523 |
| car | 92.3632 | 83.9146 |
| truck | 48.2414 | 19.2039 |
| bus | 61.8825 | 26.4424 |
| train | 43.3018 | 18.6726 |
| motorcycle | 44.0309 | 18.9128 |
| bicycle | 58.4538 | 39.2865 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.106 | - |
| nature | 90.4993 | - |
| object | 53.5964 | - |
| sky | 93.7165 | - |
| construction | 89.2107 | - |
| human | 74.706 | 48.4593 |
| vehicle | 91.4254 | 80.8894 |
Links
Download results as .csv file
Benchmark page
