Details for method 'RFMobileNetV2Plus'
Method overview
| name |
RFMobileNetV2Plus |
| challenge |
pixel-level semantic labeling |
| details |
Receptive Filed MobileNetV2Plus for Semantic Segmentation |
| 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 | 70.6749 |
| iIoU Classes | 49.4492 |
| IoU Categories | 88.2688 |
| iIoU Categories | 75.8143 |
Class results
| Class |
IoU |
iIoU |
| road | 97.7627 | - |
| sidewalk | 80.6175 | - |
| building | 90.8641 | - |
| wall | 44.2851 | - |
| fence | 47.0401 | - |
| pole | 59.5487 | - |
| traffic light | 65.6004 | - |
| traffic sign | 72.2945 | - |
| vegetation | 92.514 | - |
| terrain | 68.5927 | - |
| sky | 94.1159 | - |
| person | 81.5643 | 64.2324 |
| rider | 60.6195 | 44.3144 |
| car | 94.3278 | 87.299 |
| truck | 51.2618 | 31.3601 |
| bus | 61.2393 | 39.6292 |
| train | 57.068 | 34.0697 |
| motorcycle | 54.0468 | 37.5761 |
| bicycle | 69.4594 | 57.1124 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.3544 | - |
| nature | 92.2254 | - |
| object | 66.6388 | - |
| sky | 94.1159 | - |
| construction | 91.4593 | - |
| human | 82.0359 | 66.3245 |
| vehicle | 93.0522 | 85.3041 |
Links
Download results as .csv file
Benchmark page
