Details for method 'MoKu Lab'
Method overview
| name |
MoKu Lab |
| challenge |
pixel-level semantic labeling |
| details |
Alibaba, MoKu AI Lab, CV Group |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
January, 2020 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 84.3131 |
| iIoU Classes | 65.1125 |
| IoU Categories | 92.6436 |
| iIoU Categories | 83.099 |
Class results
| Class |
IoU |
iIoU |
| road | 98.9093 | - |
| sidewalk | 88.7337 | - |
| building | 94.4419 | - |
| wall | 65.6609 | - |
| fence | 68.3631 | - |
| pole | 73.9481 | - |
| traffic light | 80.3206 | - |
| traffic sign | 83.7851 | - |
| vegetation | 94.3866 | - |
| terrain | 74.4692 | - |
| sky | 96.2413 | - |
| person | 88.8468 | 74.639 |
| rider | 76.2009 | 55.8934 |
| car | 96.7041 | 92.4232 |
| truck | 81.3474 | 50.5832 |
| bus | 93.1108 | 62.9904 |
| train | 91.5799 | 62.5554 |
| motorcycle | 74.7831 | 53.7011 |
| bicycle | 80.1152 | 68.114 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8537 | - |
| nature | 94.1382 | - |
| object | 79.2518 | - |
| sky | 96.2413 | - |
| construction | 94.7391 | - |
| human | 88.9547 | 75.4888 |
| vehicle | 96.3266 | 90.7092 |
Links
Download results as .csv file
Benchmark page
