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 | 0.005 s GPU TITAN X |
| subsampling | no |
| submission date | April, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 75.7279 |
| iIoU Classes | 49.1373 |
| IoU Categories | 88.7936 |
| iIoU Categories | 72.896 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.4236 | - |
| sidewalk | 84.8901 | - |
| building | 92.1486 | - |
| wall | 58.4748 | - |
| fence | 55.1549 | - |
| pole | 60.1606 | - |
| traffic light | 66.7951 | - |
| traffic sign | 72.6596 | - |
| vegetation | 92.8146 | - |
| terrain | 70.7514 | - |
| sky | 95.1077 | - |
| person | 81.6379 | 59.3891 |
| rider | 63.483 | 38.6125 |
| car | 94.9539 | 87.1149 |
| truck | 69.4886 | 32.6753 |
| bus | 81.5235 | 46.2238 |
| train | 71.323 | 42.1448 |
| motorcycle | 58.8096 | 34.4192 |
| bicycle | 70.2292 | 52.5186 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5201 | - |
| nature | 92.5059 | - |
| object | 67.0913 | - |
| sky | 95.1077 | - |
| construction | 92.3252 | - |
| human | 81.7865 | 60.8585 |
| vehicle | 94.2187 | 84.9335 |