Details for method 'Le_Selfdriving_VGG'
Method overview
| name |
Le_Selfdriving_VGG |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
September, 2016 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 65.8779 |
| iIoU Classes | 35.5791 |
| IoU Categories | 84.3996 |
| iIoU Categories | 64.2706 |
Class results
| Class |
IoU |
iIoU |
| road | 97.4573 | - |
| sidewalk | 78.681 | - |
| building | 88.8892 | - |
| wall | 42.6756 | - |
| fence | 44.2393 | - |
| pole | 46.3882 | - |
| traffic light | 53.3759 | - |
| traffic sign | 61.062 | - |
| vegetation | 90.2467 | - |
| terrain | 68.5687 | - |
| sky | 93.3991 | - |
| person | 74.0937 | 48.5267 |
| rider | 48.522 | 25.3225 |
| car | 91.8972 | 80.9758 |
| truck | 44.9053 | 16.479 |
| bus | 62.4234 | 26.7691 |
| train | 52.342 | 21.6277 |
| motorcycle | 51.2128 | 25.0398 |
| bicycle | 61.2998 | 39.892 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.0375 | - |
| nature | 89.8707 | - |
| object | 54.6757 | - |
| sky | 93.3991 | - |
| construction | 88.8746 | - |
| human | 75.1987 | 50.0327 |
| vehicle | 90.7408 | 78.5085 |
Links
Download results as .csv file
Benchmark page
