Details for method 'SERNet-Former_v2'
Method overview
| name |
SERNet-Former_v2 |
| challenge |
pixel-level semantic labeling |
| details |
Previously listed as SERNet-Former (Leverkusen). |
| publication |
Serdar Erisen
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
January, 2024 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 3.26305 |
| iIoU Classes | 1.58749 |
| IoU Categories | 3.51475 |
| iIoU Categories | 1.65305 |
Class results
| Class |
IoU |
iIoU |
| road | 3.40481 | - |
| sidewalk | 5.97728 | - |
| building | 3.46415 | - |
| wall | 3.84414 | - |
| fence | 5.80929 | - |
| pole | 2.91303 | - |
| traffic light | 0.526416 | - |
| traffic sign | 3.31275 | - |
| vegetation | 4.2147 | - |
| terrain | 3.26674 | - |
| sky | 5.92866 | - |
| person | 1.72978 | 0.771713 |
| rider | 1.56757 | 1.01159 |
| car | 2.57173 | 2.4355 |
| truck | 9.18098 | 6.04964 |
| bus | 0.758465 | 0.944315 |
| train | 0 | 0 |
| motorcycle | 2.93524 | 0.639183 |
| bicycle | 0.592192 | 0.848004 |
Category results
| Category |
IoU |
iIoU |
| flat | 3.73767 | - |
| nature | 4.24059 | - |
| object | 2.79707 | - |
| sky | 5.92866 | - |
| construction | 3.57617 | - |
| human | 1.72311 | 0.855029 |
| vehicle | 2.59998 | 2.45107 |
Links
Download results as .csv file
Benchmark page
