Method Details
Details for method 'ThunderNet'
Method overview
| name | ThunderNet |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 0.0104 s Titan XP |
| subsampling | 2 |
| submission date | March, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 63.9713 |
| iIoU Classes | 40.4482 |
| IoU Categories | 84.1166 |
| iIoU Categories | 69.3088 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.2891 | - |
| sidewalk | 77.3601 | - |
| building | 88.2901 | - |
| wall | 41.1941 | - |
| fence | 38.3957 | - |
| pole | 48.5266 | - |
| traffic light | 55.6007 | - |
| traffic sign | 60.8346 | - |
| vegetation | 90.6684 | - |
| terrain | 67.7284 | - |
| sky | 92.9753 | - |
| person | 71.5587 | 53.6992 |
| rider | 46.5816 | 30.2889 |
| car | 91.5822 | 83.9644 |
| truck | 39.3194 | 21.0494 |
| bus | 49.9156 | 34.936 |
| train | 49.8387 | 32.565 |
| motorcycle | 45.5089 | 26.5057 |
| bicycle | 62.2871 | 40.5768 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 97.8975 | - |
| nature | 90.2785 | - |
| object | 56.0441 | - |
| sky | 92.9753 | - |
| construction | 88.3876 | - |
| human | 73.4009 | 56.0402 |
| vehicle | 89.8321 | 82.5773 |