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, video |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2022 |
| previous submissions |
1, 2, 3, 4 |
Average results
| Metric |
Value |
| IoU Classes | 86.3999 |
| iIoU Classes | 71.3436 |
| IoU Categories | 93.1859 |
| iIoU Categories | 84.4625 |
Class results
| Class |
IoU |
iIoU |
| road | 98.9194 | - |
| sidewalk | 89.2296 | - |
| building | 95.0222 | - |
| wall | 74.63 | - |
| fence | 72.5776 | - |
| pole | 76.2953 | - |
| traffic light | 82.0825 | - |
| traffic sign | 84.8163 | - |
| vegetation | 94.5552 | - |
| terrain | 75.1585 | - |
| sky | 96.333 | - |
| person | 90.0081 | 77.2739 |
| rider | 80.4667 | 63.3365 |
| car | 96.764 | 91.8529 |
| truck | 84.8885 | 62.5307 |
| bus | 95.3242 | 72.3125 |
| train | 93.4997 | 69.0724 |
| motorcycle | 78.8193 | 64.4262 |
| bicycle | 82.2088 | 69.9439 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8531 | - |
| nature | 94.3218 | - |
| object | 81.0424 | - |
| sky | 96.333 | - |
| construction | 95.0894 | - |
| human | 90.125 | 78.1166 |
| vehicle | 96.5368 | 90.8084 |
Links
Download results as .csv file
Benchmark page
