Method Details
Details for method 'SegModel'
Method overview
| name | SegModel |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet, MSCOCO |
| runtime | 0.3 s GTX TITAN X |
| subsampling | no |
| submission date | October, 2016 |
| previous submissions | 1 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 77.6504 |
| iIoU Classes | 55.7493 |
| IoU Categories | 90.3627 |
| iIoU Categories | 77.5407 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.4914 | - |
| sidewalk | 85.4183 | - |
| building | 92.7933 | - |
| wall | 47.8581 | - |
| fence | 56.4756 | - |
| pole | 64.8097 | - |
| traffic light | 73.8459 | - |
| traffic sign | 77.943 | - |
| vegetation | 93.2803 | - |
| terrain | 71.4159 | - |
| sky | 95.5269 | - |
| person | 85.4662 | 66.0892 |
| rider | 68.9229 | 47.7858 |
| car | 95.7475 | 90.0391 |
| truck | 73.2998 | 40.4594 |
| bus | 81.3623 | 54.4557 |
| train | 69.1686 | 43.2961 |
| motorcycle | 68.6937 | 45.2709 |
| bicycle | 74.8375 | 58.5981 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6362 | - |
| nature | 93.0156 | - |
| object | 71.4794 | - |
| sky | 95.5269 | - |
| construction | 93.2468 | - |
| human | 85.5725 | 67.2096 |
| vehicle | 95.0619 | 87.8718 |