Method Details
Details for method 'SAITv2'
Method overview
| name | SAITv2 |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet |
| runtime | 0.025 s GPU TITAN X |
| subsampling | no |
| submission date | April, 2018 |
| previous submissions | 1 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 69.9984 |
| iIoU Classes | 36.4523 |
| IoU Categories | 84.5003 |
| iIoU Categories | 62.1424 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.8901 | - |
| sidewalk | 80.8406 | - |
| building | 89.5832 | - |
| wall | 54.2685 | - |
| fence | 45.7798 | - |
| pole | 47.7199 | - |
| traffic light | 52.9037 | - |
| traffic sign | 60.0153 | - |
| vegetation | 90.5315 | - |
| terrain | 67.8351 | - |
| sky | 93.68 | - |
| person | 73.2277 | 44.4076 |
| rider | 54.5386 | 24.1413 |
| car | 92.8115 | 81.4667 |
| truck | 67.1589 | 23.4683 |
| bus | 80.6167 | 32.6194 |
| train | 72.0296 | 30.0216 |
| motorcycle | 48.0728 | 19.0985 |
| bicycle | 60.4665 | 36.3949 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.0389 | - |
| nature | 90.1259 | - |
| object | 54.6781 | - |
| sky | 93.68 | - |
| construction | 89.5778 | - |
| human | 73.5477 | 45.5365 |
| vehicle | 91.8538 | 78.7483 |