Method Details
Details for method 'ARSAIT'
Method overview
| name | ARSAIT |
| challenge | pixel-level semantic labeling |
| details | anonymous |
| publication | anonymous anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 0.4 s Titan Xp |
| subsampling | no |
| submission date | November, 2017 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 62.2687 |
| iIoU Classes | 33.6048 |
| IoU Categories | 82.0076 |
| iIoU Categories | 61.8199 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.8675 | - |
| sidewalk | 81.1481 | - |
| building | 87.9926 | - |
| wall | 38.6582 | - |
| fence | 37.283 | - |
| pole | 35.5107 | - |
| traffic light | 48.8496 | - |
| traffic sign | 58.5156 | - |
| vegetation | 89.4181 | - |
| terrain | 68.6694 | - |
| sky | 93.0892 | - |
| person | 68.5054 | 43.6211 |
| rider | 44.1419 | 21.4012 |
| car | 91.4797 | 80.9909 |
| truck | 42.9282 | 18.0098 |
| bus | 51.5165 | 25.0973 |
| train | 48.1227 | 25.1413 |
| motorcycle | 41.1544 | 17.6641 |
| bicycle | 58.2549 | 36.9128 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 97.9292 | - |
| nature | 89.1921 | - |
| object | 46.1758 | - |
| sky | 93.0892 | - |
| construction | 87.934 | - |
| human | 69.7692 | 45.3901 |
| vehicle | 89.9637 | 78.2497 |