Details for method 'TuSimple'
Method overview
| name |
TuSimple |
| 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 |
August, 2016 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 75.9656 |
| iIoU Classes | 50.8658 |
| IoU Categories | 89.4689 |
| iIoU Categories | 74.8164 |
Class results
| Class |
IoU |
iIoU |
| road | 98.4128 | - |
| sidewalk | 84.8605 | - |
| building | 92.3832 | - |
| wall | 54.4796 | - |
| fence | 53.9389 | - |
| pole | 61.4125 | - |
| traffic light | 69.734 | - |
| traffic sign | 75.2401 | - |
| vegetation | 93.0222 | - |
| terrain | 70.4788 | - |
| sky | 94.7546 | - |
| person | 84.2089 | 62.7195 |
| rider | 66.5119 | 42.3775 |
| car | 95.2898 | 87.8889 |
| truck | 69.8664 | 34.6891 |
| bus | 77.1414 | 45.9209 |
| train | 63.0298 | 37.6536 |
| motorcycle | 65.3116 | 39.4897 |
| bicycle | 73.269 | 56.1874 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.5274 | - |
| nature | 92.6789 | - |
| object | 68.5798 | - |
| sky | 94.7546 | - |
| construction | 92.7274 | - |
| human | 84.4449 | 63.9068 |
| vehicle | 94.5694 | 85.7259 |
Links
Download results as .csv file
Benchmark page
