Details for method 'DAHUA-ARI'
Method overview
| name |
DAHUA-ARI |
| challenge |
pixel-level semantic labeling |
| details |
mult-scale and refine |
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
October, 2020 |
| previous submissions |
|
Average results
| Metric |
Value |
| IoU Classes | 85.6144 |
| iIoU Classes | 70.3868 |
| IoU Categories | 93.186 |
| iIoU Categories | 85.5486 |
Class results
| Class |
IoU |
iIoU |
| road | 99.0043 | - |
| sidewalk | 89.534 | - |
| building | 94.9543 | - |
| wall | 71.7526 | - |
| fence | 69.1317 | - |
| pole | 75.8487 | - |
| traffic light | 82.166 | - |
| traffic sign | 85.2368 | - |
| vegetation | 94.5305 | - |
| terrain | 75.418 | - |
| sky | 96.3323 | - |
| person | 90.0424 | 78.6076 |
| rider | 79.4289 | 63.2473 |
| car | 96.9362 | 92.7327 |
| truck | 81.7283 | 57.7306 |
| bus | 95.0209 | 71.0687 |
| train | 91.1699 | 65.3185 |
| motorcycle | 77.0094 | 61.8406 |
| bicycle | 81.4294 | 72.5487 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.9281 | - |
| nature | 94.3507 | - |
| object | 80.8499 | - |
| sky | 96.3323 | - |
| construction | 95.0124 | - |
| human | 90.1126 | 79.4491 |
| vehicle | 96.7161 | 91.6481 |
Links
Download results as .csv file
Benchmark page
