Details for method 'SERNet-Former_v2'
Method overview
| name |
SERNet-Former_v2 |
| challenge |
pixel-level semantic labeling |
| details |
Previously listed as SERNet-Former_Efficient-ResNet_woAttn_10ep |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
June, 2024 |
| previous submissions |
1, 2, 3, 4, 5 |
Average results
| Metric |
Value |
| IoU Classes | 77.0417 |
| iIoU Classes | 54.4797 |
| IoU Categories | 87.7184 |
| iIoU Categories | 72.9753 |
Class results
| Class |
IoU |
iIoU |
| road | 97.8059 | - |
| sidewalk | 81.2827 | - |
| building | 91.0236 | - |
| wall | 60.5684 | - |
| fence | 57.251 | - |
| pole | 57.4031 | - |
| traffic light | 64.073 | - |
| traffic sign | 70.6541 | - |
| vegetation | 91.5498 | - |
| terrain | 66.8733 | - |
| sky | 94.6968 | - |
| person | 80.8651 | 59.951 |
| rider | 65.1633 | 42.2125 |
| car | 94.2896 | 85.9357 |
| truck | 80.4183 | 43.8591 |
| bus | 90.6374 | 53.7676 |
| train | 86.7924 | 57.3288 |
| motorcycle | 63.6517 | 37.099 |
| bicycle | 68.7921 | 55.6841 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.1069 | - |
| nature | 91.0035 | - |
| object | 64.6092 | - |
| sky | 94.6968 | - |
| construction | 91.1664 | - |
| human | 80.8929 | 61.3428 |
| vehicle | 93.5528 | 84.6078 |
Links
Download results as .csv file
Benchmark page
