Details for method 'MobileNetV2Plus'
Method overview
| name |
MobileNetV2Plus |
| challenge |
pixel-level semantic labeling |
| details |
MobileNetV2Plus |
| publication |
Huijun Liu
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
March, 2018 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 70.7195 |
| iIoU Classes | 46.772 |
| IoU Categories | 87.6404 |
| iIoU Categories | 72.8642 |
Class results
| Class |
IoU |
iIoU |
| road | 97.9747 | - |
| sidewalk | 81.9162 | - |
| building | 90.8729 | - |
| wall | 47.085 | - |
| fence | 48.5849 | - |
| pole | 57.129 | - |
| traffic light | 62.7919 | - |
| traffic sign | 68.2547 | - |
| vegetation | 92.2547 | - |
| terrain | 68.6211 | - |
| sky | 94.4821 | - |
| person | 80.2727 | 59.8022 |
| rider | 60.434 | 40.8573 |
| car | 93.833 | 85.7053 |
| truck | 59.099 | 30.2503 |
| bus | 65.3518 | 37.0664 |
| train | 55.7318 | 31.2799 |
| motorcycle | 51.963 | 34.3961 |
| bicycle | 67.0174 | 54.8182 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.3693 | - |
| nature | 91.882 | - |
| object | 63.9853 | - |
| sky | 94.4821 | - |
| construction | 91.1946 | - |
| human | 80.4392 | 61.8257 |
| vehicle | 93.1299 | 83.9026 |
Links
Download results as .csv file
Benchmark page
