Method Details
Details for method 'EffPS_b1bs4_RVC'
Method overview
| name | EffPS_b1bs4_RVC |
| challenge | panoptic 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, RVC |
| runtime | n/a |
| subsampling | no |
| submission date | August, 2020 |
| previous submissions |
Average results
| Metric | All | Things | Stuff |
|---|---|---|---|
| PQ | 48.0239 | 40.8388 | 53.2494 |
| SQ | 78.32 | 78.7236 | 78.0265 |
| RQ | 59.1518 | 51.8745 | 64.4444 |
Class results
| Class | PQ | SQ | RQ |
|---|---|---|---|
| road | 97.1688 | 97.3936 | 99.7692 |
| sidewalk | 64.5762 | 80.056 | 80.6638 |
| building | 84.0502 | 87.2672 | 96.3137 |
| wall | 22.0883 | 72.9639 | 30.273 |
| fence | 20.5339 | 66.8619 | 30.7109 |
| pole | 28.5536 | 61.9783 | 46.0703 |
| traffic light | 20.4107 | 63.3331 | 32.2275 |
| traffic sign | 42.7707 | 71.4515 | 59.8598 |
| vegetation | 86.8316 | 89.4053 | 97.1213 |
| terrain | 30.8747 | 74.5404 | 41.4201 |
| sky | 87.8851 | 93.0404 | 94.4591 |
| person | 47.939 | 78.2932 | 61.2302 |
| rider | 45.4879 | 71.554 | 63.5714 |
| car | 61.993 | 84.421 | 73.4332 |
| truck | 42.6916 | 85.7714 | 49.7738 |
| bus | 48.5959 | 86.1241 | 56.4254 |
| train | 8.77989 | 80.775 | 10.8696 |
| motorcycle | 36.7274 | 72.4081 | 50.7227 |
| bicycle | 34.4954 | 70.4418 | 48.97 |