Details for method 'PSPNet'
Method overview
| name |
PSPNet |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
August, 2016 |
| previous submissions |
1, 2 |
Average results
| Metric |
Value |
| IoU Classes | 76.5186 |
| iIoU Classes | 51.9971 |
| IoU Categories | 89.6875 |
| iIoU Categories | 76.2111 |
Class results
| Class |
IoU |
iIoU |
| road | 98.4571 | - |
| sidewalk | 85.1503 | - |
| building | 92.1253 | - |
| wall | 43.7254 | - |
| fence | 58.1355 | - |
| pole | 61.4182 | - |
| traffic light | 73.2875 | - |
| traffic sign | 77.2571 | - |
| vegetation | 92.8507 | - |
| terrain | 72.3317 | - |
| sky | 94.8552 | - |
| person | 85.048 | 64.6086 |
| rider | 67.8594 | 43.8419 |
| car | 95.4193 | 89.2375 |
| truck | 62.8116 | 31.0276 |
| bus | 76.7337 | 46.2738 |
| train | 73.5876 | 39.4108 |
| motorcycle | 67.0691 | 41.4614 |
| bicycle | 75.731 | 60.1152 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.6279 | - |
| nature | 92.5769 | - |
| object | 69.0596 | - |
| sky | 94.8552 | - |
| construction | 92.5026 | - |
| human | 85.6549 | 65.5982 |
| vehicle | 94.5355 | 86.8239 |
Links
Download results as .csv file
Benchmark page
