Method Details
Details for method 'SAIT'
Method overview
| name | SAIT |
| challenge | pixel-level semantic labeling |
| details | Anonymous |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet |
| runtime | 4 s GPU TITAN X |
| subsampling | no |
| submission date | October, 2016 |
| previous submissions | 1, 2, 3, 4, 5, 6, 7, 8 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 76.9318 |
| iIoU Classes | 51.8265 |
| IoU Categories | 89.5577 |
| iIoU Categories | 75.498 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.5156 | - |
| sidewalk | 85.8022 | - |
| building | 92.6017 | - |
| wall | 59.2204 | - |
| fence | 56.5531 | - |
| pole | 62.4266 | - |
| traffic light | 69.3702 | - |
| traffic sign | 75.3365 | - |
| vegetation | 93.2075 | - |
| terrain | 72.0728 | - |
| sky | 95.1937 | - |
| person | 83.5903 | 63.441 |
| rider | 66.1264 | 41.1872 |
| car | 95.1694 | 88.9047 |
| truck | 68.5955 | 33.3737 |
| bus | 80.909 | 48.2272 |
| train | 72.985 | 44.4331 |
| motorcycle | 61.6687 | 38.6783 |
| bicycle | 72.3607 | 56.3666 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6072 | - |
| nature | 92.9115 | - |
| object | 69.113 | - |
| sky | 95.1937 | - |
| construction | 92.837 | - |
| human | 83.6318 | 64.3397 |
| vehicle | 94.6095 | 86.6563 |