Method Details
Details for method 'SAITv2-light'
Method overview
| name | SAITv2-light |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations, coarse annotations |
| used external data | ImageNet + CITYSCAPES unlabeled data (except test-sequence) |
| runtime | 0.025 s GPU TITAN X |
| subsampling | no |
| submission date | June, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 70.8749 |
| iIoU Classes | 41.5477 |
| IoU Categories | 86.6553 |
| iIoU Categories | 68.8548 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.1295 | - |
| sidewalk | 82.7927 | - |
| building | 90.7614 | - |
| wall | 49.3766 | - |
| fence | 50.2152 | - |
| pole | 54.3962 | - |
| traffic light | 59.0325 | - |
| traffic sign | 66.6689 | - |
| vegetation | 92.0208 | - |
| terrain | 70.5973 | - |
| sky | 94.4482 | - |
| person | 77.0459 | 53.9565 |
| rider | 57.0392 | 31.1237 |
| car | 93.6741 | 84.7518 |
| truck | 58.7016 | 23.8245 |
| bus | 73.905 | 35.8243 |
| train | 63.7349 | 32.461 |
| motorcycle | 49.3474 | 25.3335 |
| bicycle | 64.7349 | 45.1063 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.3641 | - |
| nature | 91.7228 | - |
| object | 61.3553 | - |
| sky | 94.4482 | - |
| construction | 90.7909 | - |
| human | 77.3003 | 55.2592 |
| vehicle | 92.6054 | 82.4505 |