Method Details
Details for method 'ARSAIT'
Method overview
| name | ARSAIT |
| challenge | pixel-level semantic labeling |
| details | anonymous |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 1 s p40 |
| subsampling | no |
| submission date | January, 2018 |
| previous submissions | 1 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 73.5546 |
| iIoU Classes | 48.2466 |
| IoU Categories | 88.9706 |
| iIoU Categories | 74.7572 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.152 | - |
| sidewalk | 82.6893 | - |
| building | 91.8922 | - |
| wall | 48.5255 | - |
| fence | 51.3016 | - |
| pole | 60.6739 | - |
| traffic light | 67.7132 | - |
| traffic sign | 73.3775 | - |
| vegetation | 92.7822 | - |
| terrain | 69.9487 | - |
| sky | 95.154 | - |
| person | 82.624 | 61.7182 |
| rider | 61.9039 | 38.3593 |
| car | 94.8918 | 88.1758 |
| truck | 58.7856 | 27.6076 |
| bus | 66.7275 | 42.819 |
| train | 66.7064 | 33.6475 |
| motorcycle | 62.3185 | 36.9726 |
| bicycle | 71.3699 | 56.6723 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.4667 | - |
| nature | 92.3606 | - |
| object | 67.6201 | - |
| sky | 95.154 | - |
| construction | 92.138 | - |
| human | 83.1622 | 63.1303 |
| vehicle | 93.8926 | 86.3842 |