Method Details
Details for method 'MSNET'
Method overview
| name | MSNET |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.2 s GTX 1080 |
| subsampling | no |
| submission date | October, 2017 |
| previous submissions | 1, 2 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 72.1387 |
| iIoU Classes | 50.8114 |
| IoU Categories | 88.7618 |
| iIoU Categories | 77.2017 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.9697 | - |
| sidewalk | 82.2414 | - |
| building | 91.2658 | - |
| wall | 44.3287 | - |
| fence | 52.7758 | - |
| pole | 61.4472 | - |
| traffic light | 67.7265 | - |
| traffic sign | 72.8912 | - |
| vegetation | 92.5631 | - |
| terrain | 67.71 | - |
| sky | 94.3799 | - |
| person | 82.7391 | 67.78 |
| rider | 65.179 | 43.8317 |
| car | 94.4512 | 87.1865 |
| truck | 53.306 | 31.6151 |
| bus | 63.4199 | 43.7167 |
| train | 51.1903 | 33.402 |
| motorcycle | 62.86 | 39.5433 |
| bicycle | 72.1906 | 59.4159 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.3729 | - |
| nature | 92.2187 | - |
| object | 67.9358 | - |
| sky | 94.3799 | - |
| construction | 91.722 | - |
| human | 83.1199 | 68.8909 |
| vehicle | 93.5834 | 85.5126 |