Details for method 'Hyundai Mobis AD Lab'
Method overview
| name |
Hyundai Mobis AD Lab |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Hyundai Mobis AD Lab, DL-DB Group, AA (Automated Annotator) Team
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
August, 2019 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 83.8384 |
| iIoU Classes | 65.0297 |
| IoU Categories | 92.3943 |
| iIoU Categories | 82.3911 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8709 | - |
| sidewalk | 88.3606 | - |
| building | 94.317 | - |
| wall | 65.2046 | - |
| fence | 65.9264 | - |
| pole | 72.8185 | - |
| traffic light | 79.5029 | - |
| traffic sign | 82.9659 | - |
| vegetation | 94.2762 | - |
| terrain | 74.3217 | - |
| sky | 96.1378 | - |
| person | 88.614 | 73.6769 |
| rider | 75.8681 | 55.3217 |
| car | 96.6408 | 92.1782 |
| truck | 79.3213 | 52.2287 |
| bus | 93.8375 | 61.3387 |
| train | 91.5037 | 63.8842 |
| motorcycle | 74.7612 | 54.6461 |
| bicycle | 79.6809 | 66.9631 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8418 | - |
| nature | 94.0253 | - |
| object | 78.2646 | - |
| sky | 96.1378 | - |
| construction | 94.5254 | - |
| human | 88.6688 | 74.3554 |
| vehicle | 96.2967 | 90.4268 |
Links
Download results as .csv file
Benchmark page
