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 |
September, 2020 |
| previous submissions |
1 |
Average results
| Metric |
Value |
| IoU Classes | 85.5031 |
| iIoU Classes | 69.6408 |
| IoU Categories | 93.0423 |
| iIoU Categories | 84.4123 |
Class results
| Class |
IoU |
iIoU |
| road | 98.9226 | - |
| sidewalk | 89.0208 | - |
| building | 94.7793 | - |
| wall | 70.9382 | - |
| fence | 70.5274 | - |
| pole | 75.079 | - |
| traffic light | 81.5173 | - |
| traffic sign | 84.4057 | - |
| vegetation | 94.5403 | - |
| terrain | 75.0161 | - |
| sky | 96.2866 | - |
| person | 90.0316 | 77.1549 |
| rider | 78.9868 | 61.6942 |
| car | 96.7972 | 91.9355 |
| truck | 82.8967 | 60.2196 |
| bus | 94.4977 | 71.2336 |
| train | 91.258 | 61.8362 |
| motorcycle | 77.3708 | 61.5895 |
| bicycle | 81.6869 | 71.4632 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8716 | - |
| nature | 94.2768 | - |
| object | 80.1896 | - |
| sky | 96.2866 | - |
| construction | 95.003 | - |
| human | 90.0691 | 77.8932 |
| vehicle | 96.5997 | 90.9313 |
Links
Download results as .csv file
Benchmark page
