Details for method 'DeepLab+DynamicCRF'
Method overview
| name |
DeepLab+DynamicCRF |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
ru.nl
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
July, 2016 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 64.5466 |
| iIoU Classes | 38.3033 |
| IoU Categories | 83.6537 |
| iIoU Categories | 62.3921 |
Class results
| Class |
IoU |
iIoU |
| road | 96.836 | - |
| sidewalk | 77.8745 | - |
| building | 88.9061 | - |
| wall | 37.5468 | - |
| fence | 45.3701 | - |
| pole | 39.1124 | - |
| traffic light | 51.4838 | - |
| traffic sign | 61.5803 | - |
| vegetation | 90.7836 | - |
| terrain | 58.0039 | - |
| sky | 93.6473 | - |
| person | 76.6148 | 44.4664 |
| rider | 53.785 | 29.789 |
| car | 92.6038 | 81.3262 |
| truck | 41.8255 | 19.7566 |
| bus | 52.5075 | 31.2915 |
| train | 50.4994 | 30.4073 |
| motorcycle | 53.1818 | 28.6726 |
| bicycle | 64.2221 | 40.7169 |
Category results
| Category |
IoU |
iIoU |
| flat | 97.3453 | - |
| nature | 89.3509 | - |
| object | 48.154 | - |
| sky | 93.6473 | - |
| construction | 88.8186 | - |
| human | 77.1154 | 45.7756 |
| vehicle | 91.1442 | 79.0086 |
Links
Download results as .csv file
Benchmark page
