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, 7 |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 75.8488 |
| iIoU Classes | 49.629 |
| IoU Categories | 88.9625 |
| iIoU Categories | 73.8927 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.4216 | - |
| sidewalk | 84.9827 | - |
| building | 92.1364 | - |
| wall | 51.8225 | - |
| fence | 55.254 | - |
| pole | 60.2025 | - |
| traffic light | 68.085 | - |
| traffic sign | 74.0192 | - |
| vegetation | 92.9779 | - |
| terrain | 71.0009 | - |
| sky | 94.9978 | - |
| person | 82.3911 | 61.094 |
| rider | 64.7505 | 39.0238 |
| car | 95.0667 | 88.05 |
| truck | 67.9164 | 33.1841 |
| bus | 81.2205 | 44.5409 |
| train | 75.5708 | 43.204 |
| motorcycle | 59.2417 | 33.9226 |
| bicycle | 71.0697 | 54.0128 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.5315 | - |
| nature | 92.6248 | - |
| object | 67.3656 | - |
| sky | 94.9978 | - |
| construction | 92.4728 | - |
| human | 82.5056 | 62.0522 |
| vehicle | 94.2396 | 85.7332 |