Method Details
Details for method 'tek-Ifly'
Method overview
| name | tek-Ifly |
| challenge | pixel-level semantic labeling |
| details | using a fusion strategy of three single models, the best result of a single model is 80.01%，multi-scale |
| publication | Iflytek Iflytek-yin |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | no |
| submission date | August, 2017 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 81.101 |
| iIoU Classes | 60.0928 |
| IoU Categories | 90.9173 |
| iIoU Categories | 79.5542 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.6023 | - |
| sidewalk | 86.258 | - |
| building | 93.4542 | - |
| wall | 61.1689 | - |
| fence | 64.1169 | - |
| pole | 66.0061 | - |
| traffic light | 75.5915 | - |
| traffic sign | 79.0729 | - |
| vegetation | 93.6575 | - |
| terrain | 72.8298 | - |
| sky | 95.5689 | - |
| person | 86.2588 | 69.8963 |
| rider | 69.919 | 48.3333 |
| car | 96.0435 | 90.056 |
| truck | 76.8006 | 44.5732 |
| bus | 90.7303 | 55.3552 |
| train | 86.7945 | 57.7367 |
| motorcycle | 70.9944 | 50.2468 |
| bicycle | 77.051 | 64.5448 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6927 | - |
| nature | 93.3537 | - |
| object | 72.8601 | - |
| sky | 95.5689 | - |
| construction | 93.7422 | - |
| human | 86.636 | 70.7497 |
| vehicle | 95.5678 | 88.3586 |