Method Details
Details for method 'MSNET'
Method overview
| name | MSNET |
| challenge | pixel-level semantic labeling |
| details | previously also listed as "MultiPathJoin" and "MultiPath_Scale". |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 0.2 s gtx1080ti |
| subsampling | no |
| submission date | November, 2017 |
| previous submissions | 1, 2, 3 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 76.8296 |
| iIoU Classes | 57.1467 |
| IoU Categories | 90.5758 |
| iIoU Categories | 81.6312 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.3243 | - |
| sidewalk | 85.0102 | - |
| building | 92.5138 | - |
| wall | 48.6087 | - |
| fence | 56.6653 | - |
| pole | 67.5266 | - |
| traffic light | 75.5175 | - |
| traffic sign | 78.4134 | - |
| vegetation | 93.33 | - |
| terrain | 72.8307 | - |
| sky | 94.8734 | - |
| person | 85.8023 | 74.1783 |
| rider | 71.1161 | 51.4051 |
| car | 95.295 | 89.7395 |
| truck | 59.8229 | 37.6028 |
| bus | 73.2612 | 52.7529 |
| train | 65.9408 | 38.2619 |
| motorcycle | 68.4808 | 46.6128 |
| bicycle | 76.4294 | 66.6206 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6062 | - |
| nature | 93.0638 | - |
| object | 73.4817 | - |
| sky | 94.8734 | - |
| construction | 93.0216 | - |
| human | 86.153 | 74.9921 |
| vehicle | 94.831 | 88.2702 |