Details for method 'FoveaNet'
Method overview
| name |
FoveaNet |
| challenge |
pixel-level semantic labeling |
| details |
fcrn_v12_merge_v4,
trained with 2975 images only. |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
ImageNet |
| runtime |
n/a |
| subsampling |
no |
| submission date |
August, 2016 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 71.818 |
| iIoU Classes | 49.6566 |
| IoU Categories | 88.545 |
| iIoU Categories | 75.4457 |
Class results
| Class |
IoU |
iIoU |
| road | 98.1439 | - |
| sidewalk | 82.9198 | - |
| building | 91.0417 | - |
| wall | 43.0234 | - |
| fence | 49.2712 | - |
| pole | 60.2753 | - |
| traffic light | 66.9445 | - |
| traffic sign | 73.1135 | - |
| vegetation | 92.3801 | - |
| terrain | 69.6189 | - |
| sky | 94.7889 | - |
| person | 81.4404 | 64.1011 |
| rider | 57.1543 | 41.3786 |
| car | 94.2214 | 86.8627 |
| truck | 53.7083 | 29.9032 |
| bus | 64.7645 | 40.5397 |
| train | 60.5825 | 37.7409 |
| motorcycle | 59.8292 | 39.5993 |
| bicycle | 71.3193 | 57.1274 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.4549 | - |
| nature | 92.1149 | - |
| object | 67.1131 | - |
| sky | 94.7889 | - |
| construction | 91.4207 | - |
| human | 83.0309 | 66.049 |
| vehicle | 92.8916 | 84.8425 |
Links
Download results as .csv file
Benchmark page
