Details for method 'FsaNet'
Method overview
| name |
FsaNet |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
FsaNet: Frequency Self-attention for Semantic Segmentation
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2021 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 83.0472 |
| iIoU Classes | 62.1924 |
| IoU Categories | 91.7694 |
| iIoU Categories | 79.5017 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8011 | - |
| sidewalk | 87.8314 | - |
| building | 94.1029 | - |
| wall | 67.7092 | - |
| fence | 65.0912 | - |
| pole | 70.0636 | - |
| traffic light | 77.4609 | - |
| traffic sign | 80.7793 | - |
| vegetation | 93.9867 | - |
| terrain | 73.9698 | - |
| sky | 95.8864 | - |
| person | 87.9966 | 69.4674 |
| rider | 75.1001 | 53.4058 |
| car | 96.3836 | 90.8026 |
| truck | 79.2001 | 46.8414 |
| bus | 93.8519 | 60.3416 |
| train | 91.7521 | 63.0418 |
| motorcycle | 69.0274 | 48.1485 |
| bicycle | 78.9017 | 65.4904 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.797 | - |
| nature | 93.7432 | - |
| object | 75.7854 | - |
| sky | 95.8864 | - |
| construction | 94.2116 | - |
| human | 87.9517 | 70.2421 |
| vehicle | 96.0106 | 88.7613 |
Links
Download results as .csv file
Benchmark page
