Method Details
Details for method 'BshapeNet+ [fine-only]'
Method overview
| name | BshapeNet+ [fine-only] |
| challenge | instance-level semantic labeling |
| details | BshapeNet+, ResNet-50-FPN as base model, Cityscapes [fine-only] |
| publication | BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks Ba Rom Kang, Ha Young Kim https://arxiv.org/abs/1810.10327 |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | no |
| submission date | March, 2019 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| AP | 27.3081 |
| AP50% | 50.4007 |
| AP100m | 40.5018 |
| AP50m | 43.1333 |
Class results
| Class | AP | AP50% | AP100m | AP50m |
|---|---|---|---|---|
| person | 29.7282 | 57.8343 | 47.8525 | 48.2373 |
| rider | 23.3599 | 57.1519 | 36.8103 | 37.2074 |
| car | 46.7393 | 68.6883 | 67.7646 | 70.5329 |
| truck | 26.0584 | 37.2001 | 36.692 | 42.3292 |
| bus | 33.3201 | 47.9616 | 49.4289 | 56.7411 |
| train | 24.8447 | 48.5825 | 36.2452 | 39.5269 |
| motorcycle | 20.3137 | 46.4821 | 27.3275 | 28.7563 |
| bicycle | 14.1006 | 39.3051 | 21.8931 | 21.735 |