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 |
October, 2016 |
| previous submissions |
1, 2 |
Average results
| Metric |
Value |
| IoU Classes | 76.761 |
| iIoU Classes | 52.18 |
| IoU Categories | 90.0256 |
| iIoU Categories | 75.9645 |
Class results
| Class |
IoU |
iIoU |
| road | 98.4491 | - |
| sidewalk | 85.0736 | - |
| building | 92.6191 | - |
| wall | 55.6848 | - |
| fence | 54.3812 | - |
| pole | 64.3109 | - |
| traffic light | 72.5836 | - |
| traffic sign | 77.1454 | - |
| vegetation | 93.2669 | - |
| terrain | 71.4299 | - |
| sky | 95.2845 | - |
| person | 84.6065 | 64.3084 |
| rider | 66.5019 | 43.1995 |
| car | 95.5014 | 88.7443 |
| truck | 69.8336 | 36.5621 |
| bus | 75.4222 | 46.9302 |
| train | 67.9459 | 40.7505 |
| motorcycle | 65.0962 | 40.4574 |
| bicycle | 73.3223 | 56.4878 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.5974 | - |
| nature | 92.9061 | - |
| object | 71.1913 | - |
| sky | 95.2845 | - |
| construction | 92.8025 | - |
| human | 84.8891 | 65.5007 |
| vehicle | 94.5082 | 86.4284 |
Links
Download results as .csv file
Benchmark page
