Details for method 'SAIT SeeThroughNet'
Method overview
| name |
SAIT SeeThroughNet |
| challenge |
pixel-level semantic labeling |
| details |
SAIT SeeThroughNet |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
July, 2021 |
| previous submissions |
1 |
Average results
| Metric |
Value |
| IoU Classes | 85.8795 |
| iIoU Classes | 70.4664 |
| IoU Categories | 93.176 |
| iIoU Categories | 85.471 |
Class results
| Class |
IoU |
iIoU |
| road | 98.9878 | - |
| sidewalk | 89.3976 | - |
| building | 95.0372 | - |
| wall | 73.8299 | - |
| fence | 70.3721 | - |
| pole | 75.9991 | - |
| traffic light | 82.2792 | - |
| traffic sign | 85.1348 | - |
| vegetation | 94.53 | - |
| terrain | 75.2343 | - |
| sky | 96.3215 | - |
| person | 89.9426 | 78.3522 |
| rider | 79.1551 | 63.584 |
| car | 96.9845 | 92.6646 |
| truck | 82.4172 | 59.5023 |
| bus | 94.9757 | 70.3067 |
| train | 92.4113 | 64.3032 |
| motorcycle | 77.1693 | 62.6139 |
| bicycle | 81.5314 | 72.4039 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.9173 | - |
| nature | 94.3238 | - |
| object | 80.9346 | - |
| sky | 96.3215 | - |
| construction | 95.0114 | - |
| human | 89.9706 | 79.4084 |
| vehicle | 96.7528 | 91.5336 |
Links
Download results as .csv file
Benchmark page
