Method Details
Details for method 'Hybrid Model'
Method overview
name | Hybrid Model |
challenge | pixel-level semantic labeling |
details | |
publication | Anonymous |
project page / code | |
used Cityscapes data | fine annotations |
used external data | ImageNet |
runtime | n/a |
subsampling | no |
submission date | July, 2017 |
previous submissions |
Average results
Metric | Value |
---|---|
IoU Classes | 65.7875 |
iIoU Classes | 41.2319 |
IoU Categories | 85.1868 |
iIoU Categories | 68.5471 |
Class results
Class | IoU | iIoU |
---|---|---|
road | 97.4695 | - |
sidewalk | 78.4626 | - |
building | 89.0354 | - |
wall | 39.0286 | - |
fence | 46.0631 | - |
pole | 48.6452 | - |
traffic light | 58.6987 | - |
traffic sign | 64.0416 | - |
vegetation | 91.2209 | - |
terrain | 68.2504 | - |
sky | 91.7694 | - |
person | 76.8279 | 54.0806 |
rider | 51.859 | 32.1671 |
car | 92.2378 | 83.2834 |
truck | 40.0273 | 22.0469 |
bus | 50.5973 | 33.3811 |
train | 44.882 | 24.3189 |
motorcycle | 54.2714 | 31.2138 |
bicycle | 66.5746 | 49.3632 |
Category results
Category | IoU | iIoU |
---|---|---|
flat | 98.0677 | - |
nature | 90.7687 | - |
object | 56.849 | - |
sky | 91.7694 | - |
construction | 89.6314 | - |
human | 78.128 | 55.5567 |
vehicle | 91.0936 | 81.5376 |