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 |
August, 2020 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 84.6544 |
| iIoU Classes | 65.0672 |
| IoU Categories | 92.7608 |
| iIoU Categories | 83.0288 |
Class results
| Class |
IoU |
iIoU |
| road | 98.9122 | - |
| sidewalk | 88.5038 | - |
| building | 94.6056 | - |
| wall | 68.8345 | - |
| fence | 68.4484 | - |
| pole | 74.1541 | - |
| traffic light | 80.7825 | - |
| traffic sign | 83.9152 | - |
| vegetation | 94.4314 | - |
| terrain | 74.1204 | - |
| sky | 96.2274 | - |
| person | 89.3137 | 74.2814 |
| rider | 76.7599 | 56.8481 |
| car | 96.7657 | 91.938 |
| truck | 81.9513 | 51.4445 |
| bus | 94.2484 | 61.5226 |
| train | 91.2955 | 61.8693 |
| motorcycle | 74.8502 | 53.992 |
| bicycle | 80.3142 | 68.6419 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8459 | - |
| nature | 94.0874 | - |
| object | 79.4446 | - |
| sky | 96.2274 | - |
| construction | 94.7973 | - |
| human | 89.4012 | 75.474 |
| vehicle | 96.522 | 90.5837 |
Links
Download results as .csv file
Benchmark page
