Details for method 'ECFD'
Method overview
| name |
ECFD |
| challenge |
pixel-level semantic labeling |
| details |
backbone: ConvNext-Large |
| publication |
Anonymous
|
| project page / code |
https://github.com/songyang-xiaobai/ECFD-main
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2023 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 82.0998 |
| iIoU Classes | 63.5979 |
| IoU Categories | 92.2222 |
| iIoU Categories | 82.1443 |
Class results
| Class |
IoU |
iIoU |
| road | 98.7203 | - |
| sidewalk | 87.6399 | - |
| building | 94.115 | - |
| wall | 63.6181 | - |
| fence | 67.2108 | - |
| pole | 72.1356 | - |
| traffic light | 78.5576 | - |
| traffic sign | 82.4505 | - |
| vegetation | 94.1024 | - |
| terrain | 73.2192 | - |
| sky | 96.0032 | - |
| person | 88.7692 | 73.992 |
| rider | 76.3611 | 55.1865 |
| car | 96.313 | 90.8412 |
| truck | 79.2632 | 48.327 |
| bus | 85.0274 | 61.8646 |
| train | 71.2962 | 55.6435 |
| motorcycle | 75.5993 | 55.9584 |
| bicycle | 79.4951 | 66.9697 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.7418 | - |
| nature | 93.8277 | - |
| object | 77.7846 | - |
| sky | 96.0032 | - |
| construction | 94.4297 | - |
| human | 88.8843 | 74.885 |
| vehicle | 95.8837 | 89.4036 |
Links
Download results as .csv file
Benchmark page
