Method Details
Details for method 'SFRSeg'
Method overview
| name | SFRSeg |
| challenge | pixel-level semantic labeling |
| details | |
| publication | A Real-Time Semantic Segmentation Model Using Iteratively Shared Features In Multiple Sub-Encoders Tanmay Singha, Duc-Son Pham, Aneesh Krishna Pattern Recognition https://www.sciencedirect.com/science/article/pii/S0031320323002571 |
| project page / code | https://github.com/tanmaysingha/SFRSeg |
| used Cityscapes data | fine annotations |
| used external data | |
| runtime | n/a |
| subsampling | no |
| submission date | May, 2022 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 70.5632 |
| iIoU Classes | 41.3465 |
| IoU Categories | 86.2608 |
| iIoU Categories | 65.8466 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.0388 | - |
| sidewalk | 82.6103 | - |
| building | 90.8946 | - |
| wall | 45.9288 | - |
| fence | 49.8875 | - |
| pole | 49.0182 | - |
| traffic light | 62.0836 | - |
| traffic sign | 66.7998 | - |
| vegetation | 91.4328 | - |
| terrain | 68.2559 | - |
| sky | 94.6942 | - |
| person | 77.9649 | 50.2261 |
| rider | 54.4965 | 29.8255 |
| car | 93.0872 | 82.4009 |
| truck | 57.8961 | 24.0591 |
| bus | 69.0608 | 36.8294 |
| train | 67.8495 | 33.8116 |
| motorcycle | 54.6994 | 27.0839 |
| bicycle | 66.0016 | 46.5355 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.186 | - |
| nature | 91.1207 | - |
| object | 58.0123 | - |
| sky | 94.6942 | - |
| construction | 90.9012 | - |
| human | 78.4728 | 51.52 |
| vehicle | 92.4381 | 80.1731 |