Details for method 'PSPNet'
Method overview
| name |
PSPNet |
| challenge |
pixel-level semantic labeling |
| details |
Using training set only (2975 images) without adding validation set or coarse set, no post-processsing like CRF. |
| 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 |
1 |
Average results
| Metric |
Value |
| IoU Classes | 74.6331 |
| iIoU Classes | 51.0583 |
| IoU Categories | 89.1166 |
| iIoU Categories | 74.9849 |
Class results
| Class |
IoU |
iIoU |
| road | 98.3871 | - |
| sidewalk | 84.5362 | - |
| building | 91.5428 | - |
| wall | 40.6248 | - |
| fence | 53.4612 | - |
| pole | 59.8502 | - |
| traffic light | 72.1072 | - |
| traffic sign | 75.9065 | - |
| vegetation | 92.6021 | - |
| terrain | 71.6697 | - |
| sky | 94.3782 | - |
| person | 84.5027 | 62.9113 |
| rider | 67.3873 | 42.701 |
| car | 95.2976 | 88.5181 |
| truck | 61.9827 | 32.5195 |
| bus | 70.6117 | 44.9804 |
| train | 61.4964 | 38.881 |
| motorcycle | 66.6166 | 40.5815 |
| bicycle | 75.0672 | 57.3737 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.5932 | - |
| nature | 92.2682 | - |
| object | 67.5248 | - |
| sky | 94.3782 | - |
| construction | 91.9798 | - |
| human | 85.1343 | 63.9551 |
| vehicle | 93.9379 | 86.0147 |
Links
Download results as .csv file
Benchmark page
