Method Details
Details for method 'EffPS_b1bs4_RVC'
Method overview
| name | EffPS_b1bs4_RVC |
| challenge | pixel-level semantic labeling |
| details | EfficientPS with EfficientNet-b1 backbone. Trained with a batch size of 4. |
| publication | EfficientPS: Efficient Panoptic Segmentation Rohit Mohan, Abhinav Valada https://arxiv.org/abs/2004.02307 |
| project page / code | http://panoptic.cs.uni-freiburg.de/ |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | n/a |
| subsampling | no |
| submission date | August, 2020 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 63.1622 |
| iIoU Classes | 33.487 |
| IoU Categories | 85.3459 |
| iIoU Categories | 69.1676 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 97.474 | - |
| sidewalk | 77.4384 | - |
| building | 89.7986 | - |
| wall | 40.4463 | - |
| fence | 38.3998 | - |
| pole | 48.9662 | - |
| traffic light | 47.3601 | - |
| traffic sign | 61.8117 | - |
| vegetation | 91.1841 | - |
| terrain | 61.8591 | - |
| sky | 94.668 | - |
| person | 73.2243 | 51.0596 |
| rider | 28.8761 | 7.4171 |
| car | 93.2788 | 86.7078 |
| truck | 54.1996 | 26.6346 |
| bus | 64.109 | 30.0191 |
| train | 42.0245 | 12.0733 |
| motorcycle | 34.9569 | 15.8021 |
| bicycle | 60.0068 | 38.1828 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.0783 | - |
| nature | 90.405 | - |
| object | 54.4844 | - |
| sky | 94.668 | - |
| construction | 89.9655 | - |
| human | 77.1694 | 54.3218 |
| vehicle | 92.6509 | 84.0134 |