Method Details
Details for method 'MiniNet'
Method overview
| name | MiniNet |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.004 s GPU titan XP |
| subsampling | 4 |
| submission date | June, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 40.6985 |
| iIoU Classes | 15.7979 |
| IoU Categories | 70.4938 |
| iIoU Categories | 44.7597 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 94.187 | - |
| sidewalk | 59.8524 | - |
| building | 77.5531 | - |
| wall | 15.5227 | - |
| fence | 11.2951 | - |
| pole | 20.5124 | - |
| traffic light | 20.665 | - |
| traffic sign | 27.3901 | - |
| vegetation | 82.1232 | - |
| terrain | 58.8602 | - |
| sky | 88.9662 | - |
| person | 41.9172 | 22.6605 |
| rider | 16.0962 | 5.84576 |
| car | 79.9556 | 67.2745 |
| truck | 14.5365 | 4.37202 |
| bus | 18.3887 | 7.12157 |
| train | 10.9964 | 3.7985 |
| motorcycle | 11.4932 | 3.75061 |
| bicycle | 22.9609 | 11.5594 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 96.0241 | - |
| nature | 81.8139 | - |
| object | 25.7829 | - |
| sky | 88.9662 | - |
| construction | 77.1508 | - |
| human | 46.4581 | 25.1307 |
| vehicle | 77.2605 | 64.3887 |