Method Details
Details for method 'MNet_MPRG'
Method overview
| name | MNet_MPRG |
| challenge | pixel-level semantic labeling |
| details | without val dataset, external dataset (e.g. image net) and post-processing |
| publication | Chubu University, MPRG |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.6 s GPU |
| subsampling | no |
| submission date | November, 2016 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 71.9465 |
| iIoU Classes | 46.5843 |
| IoU Categories | 89.2759 |
| iIoU Categories | 77.8834 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.1494 | - |
| sidewalk | 82.9311 | - |
| building | 91.818 | - |
| wall | 43.6378 | - |
| fence | 50.5122 | - |
| pole | 64.3176 | - |
| traffic light | 71.4036 | - |
| traffic sign | 74.6109 | - |
| vegetation | 92.6852 | - |
| terrain | 70.2801 | - |
| sky | 94.734 | - |
| person | 82.4462 | 66.9241 |
| rider | 60.8808 | 40.6319 |
| car | 94.128 | 89.1923 |
| truck | 50.9138 | 22.4619 |
| bus | 62.4706 | 32.8811 |
| train | 57.1748 | 30.0706 |
| motorcycle | 53.8392 | 33.3182 |
| bicycle | 70.0496 | 57.1939 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5324 | - |
| nature | 92.4052 | - |
| object | 70.4231 | - |
| sky | 94.734 | - |
| construction | 91.9254 | - |
| human | 83.3112 | 68.6196 |
| vehicle | 93.6002 | 87.1471 |