Details for method 'Qualcomm AI Research'
Method overview
| name |
Qualcomm AI Research |
| challenge |
pixel-level semantic labeling |
| details |
Qualcomm AI Perception: More details available soon |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
January, 2021 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 85.5667 |
| iIoU Classes | 71.1854 |
| IoU Categories | 92.9238 |
| iIoU Categories | 85.386 |
Class results
| Class |
IoU |
iIoU |
| road | 98.3439 | - |
| sidewalk | 89.1403 | - |
| building | 94.5254 | - |
| wall | 71.9927 | - |
| fence | 68.9687 | - |
| pole | 75.817 | - |
| traffic light | 82.3157 | - |
| traffic sign | 85.402 | - |
| vegetation | 93.9189 | - |
| terrain | 75.1317 | - |
| sky | 96.0626 | - |
| person | 90.0619 | 78.3069 |
| rider | 79.8851 | 63.827 |
| car | 96.9907 | 92.7901 |
| truck | 83.7139 | 60.9281 |
| bus | 95.3427 | 72.3685 |
| train | 88.9949 | 66.93 |
| motorcycle | 77.4069 | 62.442 |
| bicycle | 81.7529 | 71.8909 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.3888 | - |
| nature | 93.7522 | - |
| object | 80.8846 | - |
| sky | 96.0626 | - |
| construction | 94.6006 | - |
| human | 90.1433 | 79.1729 |
| vehicle | 96.6347 | 91.5992 |
Links
Download results as .csv file
Benchmark page
