Details for method 'SERNet-Former_v2'
Method overview
| name |
SERNet-Former_v2 |
| challenge |
pixel-level semantic labeling |
| details |
Previously listed as Ser-Net-Former-Hybrid1. |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
January, 2024 |
| previous submissions |
1, 2, 3 |
Average results
| Metric |
Value |
| IoU Classes | 73.3148 |
| iIoU Classes | 49.9447 |
| IoU Categories | 86.1842 |
| iIoU Categories | 70.9433 |
Class results
| Class |
IoU |
iIoU |
| road | 96.7576 | - |
| sidewalk | 76.2923 | - |
| building | 90.036 | - |
| wall | 57.1736 | - |
| fence | 54.5959 | - |
| pole | 52.8623 | - |
| traffic light | 60.5159 | - |
| traffic sign | 66.0126 | - |
| vegetation | 90.937 | - |
| terrain | 64.6255 | - |
| sky | 93.8972 | - |
| person | 79.0116 | 58.2782 |
| rider | 61.6384 | 40.5679 |
| car | 93.5247 | 83.4664 |
| truck | 69.7446 | 36.3092 |
| bus | 85.2829 | 46.3311 |
| train | 74.7153 | 45.8053 |
| motorcycle | 59.743 | 34.6446 |
| bicycle | 65.615 | 54.1548 |
Category results
| Category |
IoU |
iIoU |
| flat | 97.7742 | - |
| nature | 90.2892 | - |
| object | 60.224 | - |
| sky | 93.8972 | - |
| construction | 90.1155 | - |
| human | 78.7953 | 59.8564 |
| vehicle | 92.1938 | 82.0303 |
Links
Download results as .csv file
Benchmark page
