Details for method 'SAIT SeeThroughNet'
Method overview
| name |
SAIT SeeThroughNet |
| challenge |
pixel-level semantic labeling |
| details |
|
| publication |
Anonymous
|
| project page / code |
|
| used Cityscapes data |
fine annotations, coarse annotations |
| used external data |
ImageNet, Mapillary |
| runtime |
n/a |
| subsampling |
no |
| submission date |
November, 2021 |
| previous submissions |
1, 2 |
Average results
| Metric |
Value |
| IoU Classes | 86.1152 |
| iIoU Classes | 71.865 |
| IoU Categories | 93.1897 |
| iIoU Categories | 85.6068 |
Class results
| Class |
IoU |
iIoU |
| road | 98.9444 | - |
| sidewalk | 89.0935 | - |
| building | 95.0449 | - |
| wall | 73.755 | - |
| fence | 71.3477 | - |
| pole | 76.0951 | - |
| traffic light | 82.4122 | - |
| traffic sign | 85.1273 | - |
| vegetation | 94.52 | - |
| terrain | 75.2644 | - |
| sky | 96.2455 | - |
| person | 90.0618 | 78.8276 |
| rider | 79.6302 | 64.8131 |
| car | 97.0403 | 92.3268 |
| truck | 84.2469 | 62.5732 |
| bus | 95.0706 | 72.3899 |
| train | 92.6783 | 67.5829 |
| motorcycle | 77.8477 | 63.1125 |
| bicycle | 81.7635 | 73.2938 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.9098 | - |
| nature | 94.2988 | - |
| object | 81.0078 | - |
| sky | 96.2455 | - |
| construction | 95.0041 | - |
| human | 90.1016 | 79.8283 |
| vehicle | 96.7601 | 91.3853 |
Links
Download results as .csv file
Benchmark page
