Method Details
Details for method 'SAIT'
Method overview
| name | SAIT |
| challenge | pixel-level semantic labeling |
| details | Given Training Data Only No Post-Processing (like CRF) This method was previously listed as "GSTE". |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet |
| runtime | 1 s GPU TITAN X |
| subsampling | no |
| submission date | August, 2016 |
| previous submissions | 1, 2, 3, 4, 5, 6 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 75.2127 |
| iIoU Classes | 50.2307 |
| IoU Categories | 88.8176 |
| iIoU Categories | 73.6448 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.4241 | - |
| sidewalk | 85.061 | - |
| building | 91.9958 | - |
| wall | 47.0655 | - |
| fence | 56.0583 | - |
| pole | 59.4381 | - |
| traffic light | 67.5766 | - |
| traffic sign | 73.5371 | - |
| vegetation | 92.8186 | - |
| terrain | 71.1442 | - |
| sky | 94.7887 | - |
| person | 82.5529 | 60.508 |
| rider | 65.499 | 39.8038 |
| car | 94.9804 | 87.7365 |
| truck | 65.8836 | 34.0043 |
| bus | 79.824 | 43.5017 |
| train | 71.595 | 45.6395 |
| motorcycle | 59.4944 | 35.4441 |
| bicycle | 71.3034 | 55.2075 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5414 | - |
| nature | 92.5141 | - |
| object | 66.4768 | - |
| sky | 94.7887 | - |
| construction | 92.4111 | - |
| human | 82.6909 | 61.5433 |
| vehicle | 94.3 | 85.7463 |