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 |