Method Details
Details for method 'SAIT'
Method overview
| name | SAIT |
| challenge | pixel-level semantic labeling |
| details | Trained on full resolution images. Anonymous submission. |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 3 s GPU TITAN X |
| subsampling | no |
| submission date | April, 2016 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 66.8218 |
| iIoU Classes | 39.3494 |
| IoU Categories | 86.0865 |
| iIoU Categories | 67.8489 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.7372 | - |
| sidewalk | 80.1947 | - |
| building | 89.7554 | - |
| wall | 36.3931 | - |
| fence | 42.4334 | - |
| pole | 50.558 | - |
| traffic light | 60.2682 | - |
| traffic sign | 66.3154 | - |
| vegetation | 91.1434 | - |
| terrain | 69.4056 | - |
| sky | 94.4327 | - |
| person | 77.7923 | 51.6488 |
| rider | 54.8784 | 31.2122 |
| car | 92.7039 | 84.5916 |
| truck | 45.1177 | 20.9409 |
| bus | 57.195 | 31.5235 |
| train | 42.8271 | 21.9479 |
| motorcycle | 53.5678 | 26.9866 |
| bicycle | 66.8941 | 45.9438 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.2308 | - |
| nature | 90.8727 | - |
| object | 58.6374 | - |
| sky | 94.4327 | - |
| construction | 89.91 | - |
| human | 78.8474 | 53.3062 |
| vehicle | 91.6743 | 82.3916 |