Details for method 'PBRNet'
Method overview
| name |
PBRNet |
| challenge |
pixel-level semantic labeling |
| details |
modified MobileNetV2 backbone + Prediction and Boundary attention-based Refinement Module (PBRM) |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
0.0107 s
|
| subsampling |
no |
| submission date |
May, 2020 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 72.3846 |
| iIoU Classes | 51.9104 |
| IoU Categories | 88.6518 |
| iIoU Categories | 77.3402 |
Class results
| Class |
IoU |
iIoU |
| road | 98.0149 | - |
| sidewalk | 81.8296 | - |
| building | 91.3396 | - |
| wall | 46.2638 | - |
| fence | 51.548 | - |
| pole | 58.5298 | - |
| traffic light | 69.0943 | - |
| traffic sign | 74.0982 | - |
| vegetation | 92.9202 | - |
| terrain | 70.9592 | - |
| sky | 94.7021 | - |
| person | 82.6371 | 65.9348 |
| rider | 64.7344 | 46.0485 |
| car | 94.5257 | 89.4437 |
| truck | 57.7377 | 33.8801 |
| bus | 62.5232 | 45.1849 |
| train | 48.9849 | 30.8701 |
| motorcycle | 61.9379 | 44.5851 |
| bicycle | 72.9265 | 59.3365 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.503 | - |
| nature | 92.5597 | - |
| object | 66.2229 | - |
| sky | 94.7021 | - |
| construction | 91.9319 | - |
| human | 83.221 | 67.0381 |
| vehicle | 93.4223 | 87.6424 |
Links
Download results as .csv file
Benchmark page
