Method Details
Details for method 'SegModel'
Method overview
| name | SegModel |
| challenge | pixel-level semantic labeling |
| details | FCN |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet, MSCOCO |
| runtime | 0.3 s GTX TITAN X |
| subsampling | no |
| submission date | August, 2016 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 75.4293 |
| iIoU Classes | 51.5043 |
| IoU Categories | 88.0324 |
| iIoU Categories | 72.7758 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.176 | - |
| sidewalk | 83.2037 | - |
| building | 91.7268 | - |
| wall | 51.0004 | - |
| fence | 53.9807 | - |
| pole | 52.6614 | - |
| traffic light | 66.2525 | - |
| traffic sign | 71.9588 | - |
| vegetation | 92.3155 | - |
| terrain | 69.0502 | - |
| sky | 94.7803 | - |
| person | 83.0612 | 59.6618 |
| rider | 66.8338 | 39.9865 |
| car | 94.8718 | 87.4722 |
| truck | 74.3119 | 35.4125 |
| bus | 79.3162 | 47.4778 |
| train | 72.2075 | 48.7032 |
| motorcycle | 65.663 | 40.0942 |
| bicycle | 71.7852 | 53.2263 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.4262 | - |
| nature | 91.9579 | - |
| object | 61.8207 | - |
| sky | 94.7803 | - |
| construction | 92.0874 | - |
| human | 83.0609 | 60.387 |
| vehicle | 94.0934 | 85.1647 |