Method Details
Details for method 'DF-Seg'
Method overview
| name | DF-Seg |
| challenge | pixel-level semantic labeling |
| details | DF2-Seg2 |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 0.018 s 1080Ti |
| subsampling | no |
| submission date | November, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 75.3078 |
| iIoU Classes | 50.1954 |
| IoU Categories | 89.2332 |
| iIoU Categories | 73.3284 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.4355 | - |
| sidewalk | 84.5887 | - |
| building | 92.3029 | - |
| wall | 51.3563 | - |
| fence | 54.5612 | - |
| pole | 62.1495 | - |
| traffic light | 68.8188 | - |
| traffic sign | 73.2684 | - |
| vegetation | 92.8529 | - |
| terrain | 70.2915 | - |
| sky | 95.2652 | - |
| person | 82.7687 | 59.4198 |
| rider | 64.8437 | 41.2618 |
| car | 95.0318 | 87.8968 |
| truck | 59.4912 | 31.198 |
| bus | 74.4477 | 46.0041 |
| train | 78.6509 | 45.224 |
| motorcycle | 60.5833 | 34.8463 |
| bicycle | 71.14 | 55.7123 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5037 | - |
| nature | 92.5119 | - |
| object | 68.6995 | - |
| sky | 95.2652 | - |
| construction | 92.4808 | - |
| human | 82.9033 | 60.6828 |
| vehicle | 94.2679 | 85.974 |