Details for method 'Seg_UJS'
Method overview
| name |
Seg_UJS |
| challenge |
pixel-level semantic labeling |
| details |
Previously listed as "DaiLNet". |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
August, 2020 |
| previous submissions |
1, 2, 3 |
Average results
| Metric |
Value |
| IoU Classes | 82.6808 |
| iIoU Classes | 62.652 |
| IoU Categories | 92.2752 |
| iIoU Categories | 82.8834 |
Class results
| Class |
IoU |
iIoU |
| road | 98.7848 | - |
| sidewalk | 87.56 | - |
| building | 93.8803 | - |
| wall | 59.4408 | - |
| fence | 64.3149 | - |
| pole | 72.0563 | - |
| traffic light | 79.7484 | - |
| traffic sign | 82.6563 | - |
| vegetation | 94.1102 | - |
| terrain | 73.8658 | - |
| sky | 95.8797 | - |
| person | 88.7562 | 74.7341 |
| rider | 75.2358 | 54.4616 |
| car | 96.5989 | 91.4142 |
| truck | 76.081 | 44.9053 |
| bus | 90.3086 | 56.4768 |
| train | 90.7618 | 60.3073 |
| motorcycle | 71.8952 | 51.1707 |
| bicycle | 79.0003 | 67.7459 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8435 | - |
| nature | 93.8695 | - |
| object | 77.8117 | - |
| sky | 95.8797 | - |
| construction | 94.356 | - |
| human | 88.8938 | 75.857 |
| vehicle | 96.2723 | 89.9099 |
Links
Download results as .csv file
Benchmark page
