Details for method 'PSPNet'
Method overview
| name |
PSPNet |
| 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 |
June, 2016 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 73.7944 |
| iIoU Classes | 48.073 |
| IoU Categories | 88.562 |
| iIoU Categories | 73.732 |
Class results
| Class |
IoU |
iIoU |
| road | 98.236 | - |
| sidewalk | 83.4712 | - |
| building | 91.3111 | - |
| wall | 41.5043 | - |
| fence | 53.1828 | - |
| pole | 57.4627 | - |
| traffic light | 69.0512 | - |
| traffic sign | 73.6096 | - |
| vegetation | 92.4158 | - |
| terrain | 71.4411 | - |
| sky | 94.508 | - |
| person | 83.2363 | 60.5527 |
| rider | 64.6654 | 37.8563 |
| car | 94.8146 | 88.2523 |
| truck | 58.8067 | 28.3111 |
| bus | 71.8119 | 42.2138 |
| train | 65.4102 | 35.3233 |
| motorcycle | 63.5317 | 36.1062 |
| bicycle | 73.6225 | 55.9684 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.5326 | - |
| nature | 92.085 | - |
| object | 65.1457 | - |
| sky | 94.508 | - |
| construction | 91.6845 | - |
| human | 84.1045 | 61.655 |
| vehicle | 93.8738 | 85.809 |
Links
Download results as .csv file
Benchmark page
