Method Details
Details for method 'Joint Graph Decomposition and Node Labeling'
Method overview
| name | Joint Graph Decomposition and Node Labeling |
| challenge | instance-level semantic labeling |
| details | |
| publication | Joint Graph Decomposition and Node Labeling: Problem, Algorithms, Applications Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres Computer Vision and Pattern Recognition (CVPR) 2017 https://arxiv.org/abs/1611.04399 |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | 8 |
| submission date | November, 2016 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| AP | 9.77587 |
| AP50% | 23.2022 |
| AP100m | 16.8278 |
| AP50m | 20.3294 |
Class results
| Class | AP | AP50% | AP100m | AP50m |
|---|---|---|---|---|
| person | 6.51885 | 18.352 | 13.4531 | 13.9596 |
| rider | 9.34098 | 29.4731 | 16.5501 | 17.3574 |
| car | 23.0705 | 38.2558 | 38.4477 | 43.9458 |
| truck | 6.6722 | 16.075 | 11.3348 | 15.0464 |
| bus | 10.8594 | 21.4584 | 19.1542 | 26.0561 |
| train | 10.3218 | 24.5437 | 16.9326 | 26.1559 |
| motorcycle | 6.80083 | 21.4217 | 10.4228 | 11.5914 |
| bicycle | 4.62233 | 16.0376 | 8.32726 | 8.52262 |