Details for method 'SERNet-Former_v2'
Method overview
| name |
SERNet-Former_v2 |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
October, 2024 |
| previous submissions |
1, 2, 3, 4, 5, 6 |
Average results
| Metric |
Value |
| IoU Classes | 84.4305 |
| iIoU Classes | 67.0918 |
| IoU Categories | 92.052 |
| iIoU Categories | 80.971 |
Class results
| Class |
IoU |
iIoU |
| road | 98.6952 | - |
| sidewalk | 87.4066 | - |
| building | 94.2529 | - |
| wall | 68.7205 | - |
| fence | 68.5303 | - |
| pole | 71.9697 | - |
| traffic light | 78.2044 | - |
| traffic sign | 81.8745 | - |
| vegetation | 93.8869 | - |
| terrain | 71.7486 | - |
| sky | 95.8931 | - |
| person | 88.7345 | 72.6992 |
| rider | 78.3246 | 58.8096 |
| car | 96.1405 | 89.7057 |
| truck | 83.159 | 53.2758 |
| bus | 95.3935 | 65.9598 |
| train | 92.6491 | 67.7959 |
| motorcycle | 78.5418 | 60.277 |
| bicycle | 80.0534 | 68.2116 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.6607 | - |
| nature | 93.5005 | - |
| object | 77.3484 | - |
| sky | 95.8931 | - |
| construction | 94.4059 | - |
| human | 88.6836 | 73.4521 |
| vehicle | 95.8717 | 88.4899 |
Links
Download results as .csv file
Benchmark page
