Method Details
Details for method 'Deform_ResNet_Balanced'
Method overview
| name | Deform_ResNet_Balanced |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.258 s GPU |
| subsampling | no |
| submission date | September, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 51.3269 |
| iIoU Classes | 31.2355 |
| IoU Categories | 78.0307 |
| iIoU Categories | 63.191 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 94.7732 | - |
| sidewalk | 69.0498 | - |
| building | 83.0064 | - |
| wall | 17.4281 | - |
| fence | 18.5702 | - |
| pole | 38.4883 | - |
| traffic light | 27.9945 | - |
| traffic sign | 36.5225 | - |
| vegetation | 88.5837 | - |
| terrain | 56.0441 | - |
| sky | 88.1832 | - |
| person | 63.0366 | 48.6336 |
| rider | 29.3081 | 19.2942 |
| car | 89.421 | 77.4373 |
| truck | 23.5708 | 7.94484 |
| bus | 36.832 | 23.189 |
| train | 31.4494 | 14.5526 |
| motorcycle | 28.3571 | 18.8387 |
| bicycle | 54.5914 | 39.9935 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 94.4715 | - |
| nature | 88.0592 | - |
| object | 41.2833 | - |
| sky | 88.1832 | - |
| construction | 83.3463 | - |
| human | 63.3782 | 50.6066 |
| vehicle | 87.4934 | 75.7754 |