Details for method 'MCDN'
Method overview
| name |
MCDN |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
July, 2019 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 81.1254 |
| iIoU Classes | 62.4173 |
| IoU Categories | 91.5161 |
| iIoU Categories | 81.2339 |
Class results
| Class |
IoU |
iIoU |
| road | 98.6827 | - |
| sidewalk | 87.0161 | - |
| building | 93.5427 | - |
| wall | 60.807 | - |
| fence | 65.6848 | - |
| pole | 69.8063 | - |
| traffic light | 77.132 | - |
| traffic sign | 80.8157 | - |
| vegetation | 93.8045 | - |
| terrain | 72.3652 | - |
| sky | 95.7801 | - |
| person | 87.0561 | 71.2233 |
| rider | 71.8961 | 53.7766 |
| car | 96.2117 | 91.5075 |
| truck | 77.5977 | 50.503 |
| bus | 88.7437 | 62.8994 |
| train | 77.4272 | 53.4329 |
| motorcycle | 70.3768 | 51.3029 |
| bicycle | 76.6357 | 64.6926 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.7087 | - |
| nature | 93.4712 | - |
| object | 75.838 | - |
| sky | 95.7801 | - |
| construction | 93.9352 | - |
| human | 87.2327 | 72.4018 |
| vehicle | 95.6469 | 90.0661 |
Links
Download results as .csv file
Benchmark page
