Details for method 'GPSNet'
Method overview
| name |
GPSNet |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2019 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 82.114 |
| iIoU Classes | 62.4327 |
| IoU Categories | 91.9583 |
| iIoU Categories | 81.599 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8535 | - |
| sidewalk | 88.1351 | - |
| building | 93.8746 | - |
| wall | 61.525 | - |
| fence | 63.002 | - |
| pole | 71.5283 | - |
| traffic light | 79.0389 | - |
| traffic sign | 81.3826 | - |
| vegetation | 94.0365 | - |
| terrain | 73.1906 | - |
| sky | 95.7522 | - |
| person | 88.0798 | 72.9103 |
| rider | 74.9115 | 55.069 |
| car | 96.5289 | 91.2695 |
| truck | 75.5309 | 44.7095 |
| bus | 91.211 | 58.2964 |
| train | 84.1283 | 57.9387 |
| motorcycle | 70.6707 | 52.0716 |
| bicycle | 78.7851 | 67.1968 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8002 | - |
| nature | 93.7779 | - |
| object | 77.0317 | - |
| sky | 95.7522 | - |
| construction | 94.1989 | - |
| human | 88.0784 | 73.7268 |
| vehicle | 96.0688 | 89.4711 |
Links
Download results as .csv file
Benchmark page
