Method Details
Details for method 'SAIT'
Method overview
| name | SAIT |
| challenge | pixel-level semantic labeling |
| details | Anonymous (HGlove) |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet |
| runtime | 1 s GPU TITAN X |
| subsampling | no |
| submission date | June, 2016 |
| previous submissions | 1, 2, 3, 4 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 73.4179 |
| iIoU Classes | 45.9466 |
| IoU Categories | 88.1357 |
| iIoU Categories | 71.6816 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.3933 | - |
| sidewalk | 84.6134 | - |
| building | 91.5647 | - |
| wall | 52.0407 | - |
| fence | 52.8666 | - |
| pole | 57.9434 | - |
| traffic light | 65.1536 | - |
| traffic sign | 70.9259 | - |
| vegetation | 92.6284 | - |
| terrain | 70.5697 | - |
| sky | 94.9585 | - |
| person | 80.8017 | 57.3528 |
| rider | 60.6203 | 35.7633 |
| car | 94.4987 | 87.183 |
| truck | 60.505 | 26.7985 |
| bus | 74.35 | 39.8531 |
| train | 66.2321 | 38.5784 |
| motorcycle | 56.9777 | 31.2186 |
| bicycle | 69.2972 | 50.8254 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5054 | - |
| nature | 92.289 | - |
| object | 64.9535 | - |
| sky | 94.9585 | - |
| construction | 91.7836 | - |
| human | 80.8597 | 58.5764 |
| vehicle | 93.6004 | 84.7868 |