Method Details


Details for method 'DGCNet'

 

Method overview

name DGCNet
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 April, 2019
previous submissions

 

Average results

Metric Value
IoU Classes 81.9622
iIoU Classes 61.7449
IoU Categories 91.8358
iIoU Categories 81.076

 

Class results

Class IoU iIoU
road 98.7394 -
sidewalk 87.4209 -
building 93.9256 -
wall 62.3839 -
fence 63.3652 -
pole 70.9209 -
traffic light 78.6795 -
traffic sign 81.3203 -
vegetation 93.9546 -
terrain 73.3012 -
sky 95.8296 -
person 87.8335 71.9745
rider 73.7451 53.9179
car 96.3744 91.2109
truck 75.9963 47.1444
bus 91.6062 57.5634
train 81.6435 53.9978
motorcycle 71.5419 51.9066
bicycle 78.7003 66.2438

 

Category results

Category IoU iIoU
flat 98.7579 -
nature 93.6424 -
object 76.5851 -
sky 95.8296 -
construction 94.1302 -
human 87.9952 72.9057
vehicle 95.9103 89.2462

 

Links

Download results as .csv file

Benchmark page