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 |
February, 2021 |
| previous submissions |
1, 2, 3 |
Average results
| Metric |
Value |
| IoU Classes | 86.0768 |
| iIoU Classes | 71.3153 |
| IoU Categories | 93.169 |
| iIoU Categories | 84.6696 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8564 | - |
| sidewalk | 88.7003 | - |
| building | 95.0358 | - |
| wall | 74.1813 | - |
| fence | 71.1869 | - |
| pole | 76.2949 | - |
| traffic light | 82.0552 | - |
| traffic sign | 84.851 | - |
| vegetation | 94.57 | - |
| terrain | 75.1504 | - |
| sky | 96.2946 | - |
| person | 90.0094 | 77.3702 |
| rider | 79.8129 | 63.3336 |
| car | 96.8228 | 92.1176 |
| truck | 83.728 | 62.6484 |
| bus | 94.9137 | 71.2365 |
| train | 93.4274 | 68.6398 |
| motorcycle | 77.7488 | 63.3928 |
| bicycle | 81.8198 | 71.7832 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8659 | - |
| nature | 94.3325 | - |
| object | 81.0416 | - |
| sky | 96.2946 | - |
| construction | 95.0573 | - |
| human | 90.0074 | 78.1545 |
| vehicle | 96.584 | 91.1846 |
Links
Download results as .csv file
Benchmark page
