Details for method 'LDN2_ROB'
Method overview
| name |
LDN2_ROB |
| challenge |
pixel-level semantic labeling |
| details |
Ladder DenseNet: https://ivankreso.github.io/publication/ladder-densenet/ |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet, ROB challenge data |
| runtime |
1 s
|
| subsampling |
no |
| submission date |
June, 2018 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 77.8916 |
| iIoU Classes | 52.256 |
| IoU Categories | 90.0974 |
| iIoU Categories | 77.0835 |
Class results
| Class |
IoU |
iIoU |
| road | 98.4971 | - |
| sidewalk | 85.1266 | - |
| building | 92.7674 | - |
| wall | 55.6081 | - |
| fence | 56.7435 | - |
| pole | 63.7053 | - |
| traffic light | 70.9104 | - |
| traffic sign | 76.0778 | - |
| vegetation | 93.302 | - |
| terrain | 71.3351 | - |
| sky | 95.615 | - |
| person | 85.014 | 65.0724 |
| rider | 68.8104 | 42.8952 |
| car | 95.4986 | 90.098 |
| truck | 74.8821 | 34.8502 |
| bus | 80.9565 | 48.2115 |
| train | 74.7423 | 39.7655 |
| motorcycle | 66.5217 | 38.9217 |
| bicycle | 73.8262 | 58.2336 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.6458 | - |
| nature | 92.9567 | - |
| object | 70.1892 | - |
| sky | 95.615 | - |
| construction | 93.0179 | - |
| human | 85.2439 | 66.0808 |
| vehicle | 95.0132 | 88.0862 |
Links
Download results as .csv file
Benchmark page
