Details for method 'SAIT SeeThroughNet'
Method overview
| name |
SAIT SeeThroughNet |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
December, 2021 |
| previous submissions |
1, 2, 3 |
Average results
| Metric |
Value |
| IoU Classes | 86.1592 |
| iIoU Classes | 71.5277 |
| IoU Categories | 93.236 |
| iIoU Categories | 85.7212 |
Class results
| Class |
IoU |
iIoU |
| road | 98.951 | - |
| sidewalk | 89.2394 | - |
| building | 95.076 | - |
| wall | 73.8868 | - |
| fence | 71.6401 | - |
| pole | 76.2621 | - |
| traffic light | 82.4547 | - |
| traffic sign | 85.1894 | - |
| vegetation | 94.5254 | - |
| terrain | 75.4122 | - |
| sky | 96.2822 | - |
| person | 90.1385 | 78.733 |
| rider | 79.605 | 65.2295 |
| car | 97.0169 | 92.6393 |
| truck | 83.5915 | 61.6607 |
| bus | 95.1854 | 72.4007 |
| train | 92.8118 | 64.7603 |
| motorcycle | 77.9225 | 63.3975 |
| bicycle | 81.8347 | 73.4008 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.918 | - |
| nature | 94.3328 | - |
| object | 81.1339 | - |
| sky | 96.2822 | - |
| construction | 95.0317 | - |
| human | 90.1777 | 79.7954 |
| vehicle | 96.7759 | 91.647 |
Links
Download results as .csv file
Benchmark page
