Details for method 'AntGroup-AI-VisionAlgo'
Method overview
| name |
AntGroup-AI-VisionAlgo |
| challenge |
pixel-level semantic labeling |
| details |
AntGroup AI vision algo |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2020 |
| previous submissions |
1, 2 |
Average results
| Metric |
Value |
| IoU Classes | 85.6998 |
| iIoU Classes | 69.9863 |
| IoU Categories | 93.1833 |
| iIoU Categories | 84.7984 |
Class results
| Class |
IoU |
iIoU |
| road | 98.9323 | - |
| sidewalk | 89.1793 | - |
| building | 94.8695 | - |
| wall | 71.0241 | - |
| fence | 70.7663 | - |
| pole | 76.127 | - |
| traffic light | 81.9711 | - |
| traffic sign | 84.7389 | - |
| vegetation | 94.6166 | - |
| terrain | 75.1552 | - |
| sky | 96.347 | - |
| person | 90.0844 | 77.5177 |
| rider | 79.3404 | 62.4148 |
| car | 96.7815 | 92.4305 |
| truck | 83.0014 | 60.6407 |
| bus | 94.6174 | 71.7778 |
| train | 91.2785 | 61.893 |
| motorcycle | 77.548 | 61.5168 |
| bicycle | 81.9168 | 71.699 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8728 | - |
| nature | 94.3491 | - |
| object | 80.8708 | - |
| sky | 96.347 | - |
| construction | 95.0852 | - |
| human | 90.1564 | 78.2483 |
| vehicle | 96.6014 | 91.3486 |
Links
Download results as .csv file
Benchmark page
