Method Details
Details for method 'EKENet'
Method overview
| name | EKENet |
| challenge | pixel-level semantic labeling |
| details | |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | 0.0229 s Single TITAN X |
| subsampling | no |
| submission date | October, 2019 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 74.2801 |
| iIoU Classes | 44.1444 |
| IoU Categories | 87.1856 |
| iIoU Categories | 69.928 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.2439 | - |
| sidewalk | 83.4838 | - |
| building | 91.11 | - |
| wall | 59.4676 | - |
| fence | 53.4599 | - |
| pole | 55.2612 | - |
| traffic light | 61.103 | - |
| traffic sign | 66.8774 | - |
| vegetation | 92.1978 | - |
| terrain | 70.3362 | - |
| sky | 94.7104 | - |
| person | 78.9024 | 56.0463 |
| rider | 59.7833 | 31.8356 |
| car | 93.6659 | 85.3192 |
| truck | 64.3431 | 24.17 |
| bus | 85.5251 | 41.1639 |
| train | 81.0046 | 37.8257 |
| motorcycle | 55.5685 | 30.1394 |
| bicycle | 66.2775 | 46.6554 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.3536 | - |
| nature | 91.8491 | - |
| object | 62.0336 | - |
| sky | 94.7104 | - |
| construction | 91.2427 | - |
| human | 79.0621 | 57.2095 |
| vehicle | 93.0479 | 82.6465 |