Method Details
Details for method 'SANet'
Method overview
| name | SANet |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet, Mapillary-vistas |
| runtime | 25 s Titan X |
| subsampling | 4 |
| submission date | June, 2020 |
| previous submissions | 1 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 80.9228 |
| iIoU Classes | 59.6203 |
| IoU Categories | 91.3827 |
| iIoU Categories | 80.2074 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.7159 | - |
| sidewalk | 87.1487 | - |
| building | 93.6428 | - |
| wall | 61.6261 | - |
| fence | 62.4431 | - |
| pole | 68.1231 | - |
| traffic light | 75.9303 | - |
| traffic sign | 79.5401 | - |
| vegetation | 93.8335 | - |
| terrain | 73.1131 | - |
| sky | 95.777 | - |
| person | 87.2935 | 69.9286 |
| rider | 71.4906 | 49.5535 |
| car | 96.2161 | 91.5835 |
| truck | 71.8672 | 40.1152 |
| bus | 88.0677 | 55.386 |
| train | 86.1099 | 57.2312 |
| motorcycle | 69.4349 | 49.02 |
| bicycle | 77.1588 | 64.1446 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.7823 | - |
| nature | 93.6314 | - |
| object | 74.3046 | - |
| sky | 95.777 | - |
| construction | 93.9485 | - |
| human | 87.4176 | 70.764 |
| vehicle | 95.8173 | 89.6508 |