Method Details
Details for method 'W3_FAFM'
Method overview
| name | W3_FAFM |
| challenge | pixel-level semantic labeling |
| details | Team: BOSCH-XC-DX-WAVE3 |
| publication | Junyan Yang, Qian Xu, Lei La |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.029309 s GPU: 3090 |
| subsampling | no |
| submission date | April, 2023 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 80.5241 |
| iIoU Classes | 59.2508 |
| IoU Categories | 91.0864 |
| iIoU Categories | 80.3281 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.6663 | - |
| sidewalk | 86.5068 | - |
| building | 93.3638 | - |
| wall | 59.3704 | - |
| fence | 59.4485 | - |
| pole | 67.439 | - |
| traffic light | 76.8795 | - |
| traffic sign | 79.2345 | - |
| vegetation | 93.6048 | - |
| terrain | 72.1496 | - |
| sky | 95.5 | - |
| person | 86.8297 | 71.0631 |
| rider | 73.5545 | 52.8746 |
| car | 95.8717 | 90.2941 |
| truck | 70.3161 | 40.1071 |
| bus | 88.0686 | 54.0276 |
| train | 86.1465 | 54.3329 |
| motorcycle | 69.7378 | 46.2849 |
| bicycle | 77.2697 | 65.0223 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6687 | - |
| nature | 93.294 | - |
| object | 73.8786 | - |
| sky | 95.5 | - |
| construction | 93.6894 | - |
| human | 87.0207 | 72.092 |
| vehicle | 95.5536 | 88.5642 |