Details for method 'NAVINFO_DLR'
Method overview
| name |
NAVINFO_DLR |
| challenge |
pixel-level semantic labeling |
| details |
weighted aspp+ohem+hard region refine |
| publication |
pengfei zhang
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2019 |
| previous submissions |
1 |
Average results
| Metric |
Value |
| IoU Classes | 83.8074 |
| iIoU Classes | 65.615 |
| IoU Categories | 92.4389 |
| iIoU Categories | 83.7423 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8247 | - |
| sidewalk | 87.8713 | - |
| building | 94.1645 | - |
| wall | 65.1579 | - |
| fence | 63.5298 | - |
| pole | 73.4076 | - |
| traffic light | 80.1515 | - |
| traffic sign | 83.0366 | - |
| vegetation | 94.1369 | - |
| terrain | 73.48 | - |
| sky | 95.8599 | - |
| person | 88.9662 | 76.5365 |
| rider | 76.8016 | 57.8462 |
| car | 96.6525 | 91.3601 |
| truck | 82.0739 | 53.2327 |
| bus | 93.7105 | 61.8313 |
| train | 90.4968 | 61.2277 |
| motorcycle | 74.068 | 54.5703 |
| bicycle | 79.9509 | 68.3149 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.816 | - |
| nature | 93.8774 | - |
| object | 78.711 | - |
| sky | 95.8599 | - |
| construction | 94.4048 | - |
| human | 89.0614 | 77.4467 |
| vehicle | 96.3417 | 90.038 |
Links
Download results as .csv file
Benchmark page
