Method Details
Details for method 'SAIT'
Method overview
| name | SAIT |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 1 s GPU TITAN X |
| subsampling | no |
| submission date | May, 2016 |
| previous submissions | 1, 2 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 71.5805 |
| iIoU Classes | 45.1524 |
| IoU Categories | 88.203 |
| iIoU Categories | 72.8235 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.2879 | - |
| sidewalk | 83.8275 | - |
| building | 91.3038 | - |
| wall | 42.9349 | - |
| fence | 47.9822 | - |
| pole | 58.8232 | - |
| traffic light | 65.4777 | - |
| traffic sign | 71.3841 | - |
| vegetation | 92.4334 | - |
| terrain | 69.7034 | - |
| sky | 94.742 | - |
| person | 81.1031 | 59.9106 |
| rider | 59.3572 | 34.4226 |
| car | 94.3022 | 86.8483 |
| truck | 59.5074 | 25.8809 |
| bus | 66.5771 | 41.4685 |
| train | 57.1824 | 31.5522 |
| motorcycle | 55.5114 | 31.5905 |
| bicycle | 69.5881 | 49.5452 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.4941 | - |
| nature | 92.1959 | - |
| object | 65.7248 | - |
| sky | 94.742 | - |
| construction | 91.6359 | - |
| human | 81.199 | 60.9774 |
| vehicle | 93.4295 | 84.6696 |