Method Details
Details for method 'FANet'
Method overview
| name | FANet |
| challenge | pixel-level semantic labeling |
| details | Feature Aggregation Network for Semantic Segmentation |
| publication | FANet: Feature Aggregation Network for Semantic Segmentation Tanmay Singha, Duc-Son Pham, and Aneesh Krishna https://ieeexplore.ieee.org/abstract/document/9363370 |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | n/a |
| subsampling | no |
| submission date | July, 2020 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 64.0814 |
| iIoU Classes | 33.2002 |
| IoU Categories | 83.0867 |
| iIoU Categories | 61.0919 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 96.7403 | - |
| sidewalk | 75.3459 | - |
| building | 88.1509 | - |
| wall | 35.3957 | - |
| fence | 37.8316 | - |
| pole | 45.6847 | - |
| traffic light | 51.3414 | - |
| traffic sign | 57.4483 | - |
| vegetation | 90.4131 | - |
| terrain | 64.2628 | - |
| sky | 92.9834 | - |
| person | 71.7687 | 42.1324 |
| rider | 50.3763 | 22.2712 |
| car | 91.6062 | 81.7667 |
| truck | 48.9252 | 14.2354 |
| bus | 62.0055 | 26.3841 |
| train | 51.9677 | 20.7658 |
| motorcycle | 46.2943 | 20.0892 |
| bicycle | 59.0039 | 37.9571 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 96.1909 | - |
| nature | 89.816 | - |
| object | 52.1872 | - |
| sky | 92.9834 | - |
| construction | 88.1205 | - |
| human | 72.2217 | 43.362 |
| vehicle | 90.087 | 78.8218 |