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 |
September, 2016 |
| previous submissions |
1 |
Average results
| Metric |
Value |
| IoU Classes | 76.1309 |
| iIoU Classes | 51.2074 |
| IoU Categories | 89.645 |
| iIoU Categories | 75.0651 |
Class results
| Class |
IoU |
iIoU |
| road | 98.4331 | - |
| sidewalk | 84.8493 | - |
| building | 92.3709 | - |
| wall | 54.2907 | - |
| fence | 54.2678 | - |
| pole | 62.7729 | - |
| traffic light | 70.1917 | - |
| traffic sign | 75.9268 | - |
| vegetation | 93.1913 | - |
| terrain | 70.9047 | - |
| sky | 94.7463 | - |
| person | 84.1469 | 62.629 |
| rider | 66.471 | 42.503 |
| car | 95.2862 | 88.2116 |
| truck | 68.2743 | 34.1422 |
| bus | 78.04 | 46.4452 |
| train | 63.9482 | 40.8469 |
| motorcycle | 64.8195 | 39.0137 |
| bicycle | 73.5554 | 55.8674 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.5497 | - |
| nature | 92.826 | - |
| object | 69.5285 | - |
| sky | 94.7463 | - |
| construction | 92.7728 | - |
| human | 84.5057 | 64.0596 |
| vehicle | 94.5862 | 86.0707 |
Links
Download results as .csv file
Benchmark page
