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 gtx1070 |
| subsampling | no |
| submission date | October, 2017 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 67.3541 |
| iIoU Classes | 45.0962 |
| IoU Categories | 85.9777 |
| iIoU Categories | 71.1471 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.5666 | - |
| sidewalk | 80.2975 | - |
| building | 89.351 | - |
| wall | 43.7783 | - |
| fence | 48.1256 | - |
| pole | 51.5149 | - |
| traffic light | 58.099 | - |
| traffic sign | 64.1374 | - |
| vegetation | 91.5588 | - |
| terrain | 69.1299 | - |
| sky | 93.1756 | - |
| person | 78.2178 | 57.8841 |
| rider | 55.2865 | 36.2237 |
| car | 92.7463 | 84.3177 |
| truck | 45.1327 | 27.8684 |
| bus | 54.3181 | 39.8107 |
| train | 42.6871 | 27.859 |
| motorcycle | 57.6076 | 33.9228 |
| bicycle | 66.9967 | 52.8831 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.1178 | - |
| nature | 91.1443 | - |
| object | 59.4088 | - |
| sky | 93.1756 | - |
| construction | 89.8041 | - |
| human | 78.6989 | 59.3088 |
| vehicle | 91.4941 | 82.9854 |