Method Details
Details for method 'SAITv2-light'
Method overview
| name | SAITv2-light |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet |
| runtime | 0.025 s GPU TITAN X |
| subsampling | no |
| submission date | September, 2018 |
| previous submissions | 1 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 72.9891 |
| iIoU Classes | 44.0108 |
| IoU Categories | 87.3828 |
| iIoU Categories | 69.3691 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.2119 | - |
| sidewalk | 83.4503 | - |
| building | 91.2393 | - |
| wall | 55.1548 | - |
| fence | 52.7664 | - |
| pole | 56.5213 | - |
| traffic light | 61.9245 | - |
| traffic sign | 68.3672 | - |
| vegetation | 92.3919 | - |
| terrain | 70.8101 | - |
| sky | 94.4829 | - |
| person | 78.7667 | 53.391 |
| rider | 59.4123 | 34.9063 |
| car | 93.9211 | 86.0247 |
| truck | 61.6192 | 27.2388 |
| bus | 77.9785 | 38.2254 |
| train | 67.5818 | 35.2818 |
| motorcycle | 54.7829 | 29.2489 |
| bicycle | 67.4103 | 47.7691 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.3998 | - |
| nature | 92.05 | - |
| object | 63.3859 | - |
| sky | 94.4829 | - |
| construction | 91.4059 | - |
| human | 78.8771 | 55.0851 |
| vehicle | 93.0778 | 83.653 |