Method Details
Details for method 'MultiBoost'
Method overview
| name | MultiBoost |
| challenge | pixel-level semantic labeling |
| details | Boosting based solution. Publication is under review. |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations, stereo |
| used external data | ImageNet |
| runtime | 0.25 s GPU: Nvidia 980 Ti |
| subsampling | 2 |
| submission date | January, 2017 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 59.2623 |
| iIoU Classes | 32.4639 |
| IoU Categories | 81.8763 |
| iIoU Categories | 60.2343 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 95.8988 | - |
| sidewalk | 69.461 | - |
| building | 87.2636 | - |
| wall | 34.414 | - |
| fence | 32.7105 | - |
| pole | 40.4997 | - |
| traffic light | 54.8839 | - |
| traffic sign | 58.6386 | - |
| vegetation | 89.2169 | - |
| terrain | 65.2762 | - |
| sky | 90.2933 | - |
| person | 68.4305 | 41.2403 |
| rider | 42.5322 | 25.7827 |
| car | 89.0131 | 77.8001 |
| truck | 22.5494 | 11.2095 |
| bus | 51.8556 | 23.5953 |
| train | 40.858 | 24.9419 |
| motorcycle | 36.5065 | 21.7529 |
| bicycle | 55.6822 | 33.3881 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 97.4555 | - |
| nature | 88.7325 | - |
| object | 50.9119 | - |
| sky | 90.2933 | - |
| construction | 87.0524 | - |
| human | 71.3531 | 44.9924 |
| vehicle | 87.3354 | 75.4762 |