Semantic Segmentation on Cityscapes 7 classes setting (val)
96.4Class: Flat IoUADAS
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ADASAdaptation Scenario=GTA5 to Cityscapes and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 96.4 | 83.5 | 35.1 | 83.8 | 84.9 | 62.3 | 81.3 | 75.3 | |
| ADASAdaptation Scenario=GTA5 to Cityscapes, IDD, and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 95.8 | 82.4 | 38.3 | 82.4 | 85 | 60.5 | 80.2 | 74.9 | |
| ADASAdaptation Scenario=GTA5 to Cityscapes and IDD, Source Domain=GTA5, Class Setting=7 classes2022.03 | 95.1 | 82.6 | 39.8 | 84.6 | 81.2 | 63.6 | 80.7 | 75.4 | |
| MTKTAdaptation Scenario=GTA5 to Cityscapes and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 95 | 81.6 | 23.6 | 80.1 | 83.6 | 53.7 | 79.8 | 71.1 | |
| MTKTAdaptation Scenario=GTA5 to Cityscapes, IDD, and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 94.6 | 80.7 | 23.8 | 79 | 84.5 | 51 | 79.2 | 70.4 | |
| MTKTAdaptation Scenario=GTA5 to Cityscapes and IDD, Source Domain=GTA5, Class Setting=7 classes2022.03 | 94.5 | 82 | 23.7 | 80.1 | 84 | 51 | 77.6 | 70.4 | |
| ADVENTAdaptation Scenario=GTA5 to Cityscapes and IDD, Source Domain=GTA5, Class Setting=7 classes2022.03 | 93.9 | 80.2 | 26.2 | 79 | 80.5 | 52.5 | 78 | 70 | |
| ADVENTAdaptation Scenario=GTA5 to Cityscapes, IDD, and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 93.6 | 80.6 | 26.4 | 78.1 | 81.5 | 51.9 | 76.4 | 69.8 | |
| ADVENTAdaptation Scenario=GTA5 to Cityscapes and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 93.1 | 80.5 | 24 | 77.9 | 81 | 52.5 | 75 | 69.1 |