Method Details
Details for method 'ALV303'
Method overview
| name | ALV303 |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 0.2 s GTX 1080ti |
| subsampling | no |
| submission date | July, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 72.2458 |
| iIoU Classes | 52.0009 |
| IoU Categories | 89.7929 |
| iIoU Categories | 79.2308 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.341 | - |
| sidewalk | 84.2211 | - |
| building | 91.9838 | - |
| wall | 42.0616 | - |
| fence | 51.7817 | - |
| pole | 65.9323 | - |
| traffic light | 73.6756 | - |
| traffic sign | 77.4984 | - |
| vegetation | 92.8821 | - |
| terrain | 71.559 | - |
| sky | 94.9591 | - |
| person | 83.0072 | 67.6903 |
| rider | 61.6112 | 47.3534 |
| car | 94.5817 | 90.1826 |
| truck | 46.8268 | 31.1221 |
| bus | 60.0485 | 46.0979 |
| train | 54.3394 | 33.9626 |
| motorcycle | 55.524 | 40.0776 |
| bicycle | 71.8356 | 59.5208 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.557 | - |
| nature | 92.5388 | - |
| object | 72.242 | - |
| sky | 94.9591 | - |
| construction | 92.1136 | - |
| human | 84.3823 | 69.8768 |
| vehicle | 93.7573 | 88.5848 |