Method Details
Details for method 'AHiSS_ROB'
Method overview
| name | AHiSS_ROB |
| challenge | pixel-level semantic labeling |
| details | Augmented Hierarchical Semantic Segmentation |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet, KITTI, ScanNet, Mapillary Vistas |
| runtime | 0.06 s TITAN V |
| subsampling | 2 |
| submission date | May, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 70.5647 |
| iIoU Classes | 39.7798 |
| IoU Categories | 84.1961 |
| iIoU Categories | 62.8731 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.9638 | - |
| sidewalk | 81.6361 | - |
| building | 89.8517 | - |
| wall | 56.4671 | - |
| fence | 52.3351 | - |
| pole | 42.9906 | - |
| traffic light | 55.2124 | - |
| traffic sign | 60.7838 | - |
| vegetation | 90.5839 | - |
| terrain | 68.1347 | - |
| sky | 93.7287 | - |
| person | 73.505 | 44.9586 |
| rider | 55.3581 | 27.0364 |
| car | 93.1145 | 82.7402 |
| truck | 67.494 | 29.657 |
| bus | 79.1048 | 34.9033 |
| train | 66.3894 | 31.7266 |
| motorcycle | 53.9463 | 24.1479 |
| bicycle | 62.1283 | 43.0686 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.0218 | - |
| nature | 90.2469 | - |
| object | 51.7475 | - |
| sky | 93.7287 | - |
| construction | 90.0049 | - |
| human | 73.6083 | 45.9101 |
| vehicle | 92.0149 | 79.8362 |