Details for method 'iFLYTEK-CV'
Method overview
| name |
iFLYTEK-CV |
| challenge |
pixel-level semantic labeling |
| details |
iFLYTEK Research, CV Group |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet; Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2019 |
| previous submissions |
1, 2 |
Average results
| Metric |
Value |
| IoU Classes | 84.4431 |
| iIoU Classes | 64.9429 |
| IoU Categories | 92.4444 |
| iIoU Categories | 82.3887 |
Class results
| Class |
IoU |
iIoU |
| road | 98.8999 | - |
| sidewalk | 88.4651 | - |
| building | 94.4346 | - |
| wall | 68.9881 | - |
| fence | 66.8948 | - |
| pole | 73.0672 | - |
| traffic light | 79.7022 | - |
| traffic sign | 83.302 | - |
| vegetation | 94.3555 | - |
| terrain | 74.3264 | - |
| sky | 96.0152 | - |
| person | 88.8138 | 73.8956 |
| rider | 76.3332 | 55.6746 |
| car | 96.6997 | 91.8083 |
| truck | 84.0098 | 51.3091 |
| bus | 94.3143 | 61.4593 |
| train | 91.7373 | 62.8559 |
| motorcycle | 74.7316 | 54.735 |
| bicycle | 79.3287 | 67.8052 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.8362 | - |
| nature | 94.0587 | - |
| object | 78.5405 | - |
| sky | 96.0152 | - |
| construction | 94.5743 | - |
| human | 88.8131 | 74.6159 |
| vehicle | 96.2725 | 90.1614 |
Links
Download results as .csv file
Benchmark page
