Method Details
Details for method 'PartnerNet'
Method overview
name | PartnerNet |
challenge | pixel-level semantic labeling |
details | PARTNERNET: A LIGHTWEIGHT AND EFFICIENT PARTNER NETWORK FOR SEMANTIC SEGMENTATION |
publication | Anonymous |
project page / code | |
used Cityscapes data | fine annotations |
used external data | |
runtime | 0.0058 s GPU |
subsampling | no |
submission date | December, 2019 |
previous submissions |
Average results
Metric | Value |
---|---|
IoU Classes | 72.3657 |
iIoU Classes | 48.2787 |
IoU Categories | 88.2401 |
iIoU Categories | 73.5791 |
Class results
Class | IoU | iIoU |
---|---|---|
road | 98.075 | - |
sidewalk | 82.9759 | - |
building | 91.171 | - |
wall | 47.6685 | - |
fence | 51.9677 | - |
pole | 59.2035 | - |
traffic light | 67.2042 | - |
traffic sign | 70.383 | - |
vegetation | 92.4592 | - |
terrain | 70.2395 | - |
sky | 94.6005 | - |
person | 82.151 | 60.9546 |
rider | 63.4685 | 40.0528 |
car | 94.3749 | 86.7906 |
truck | 53.3634 | 28.8193 |
bus | 67.6938 | 42.5613 |
train | 59.8161 | 36.1538 |
motorcycle | 58.3008 | 34.8849 |
bicycle | 69.831 | 56.0124 |
Category results
Category | IoU | iIoU |
---|---|---|
flat | 98.4222 | - |
nature | 92.1293 | - |
object | 65.7374 | - |
sky | 94.6005 | - |
construction | 91.5377 | - |
human | 82.0854 | 62.1709 |
vehicle | 93.1684 | 84.9872 |