Semantic Segmentation on IDD 7 classes setting (val)
92IoU (flat)ADVENT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ADVENTAdaptation Scenario=GTA5 to Cityscapes, IDD, and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 92 | 54.6 | 15.7 | 77.2 | 90.5 | 50.8 | 78.6 | 65.6 | |
| ADVENTAdaptation Scenario=GTA5 to Cityscapes and IDD, Source Domain=GTA5, Class Setting=7 classes2022.03 | 91.8 | 54.5 | 14.4 | 76.8 | 90.3 | 47.5 | 78.3 | 64.8 | |
| MTKTAdaptation Scenario=GTA5 to Cityscapes, IDD, and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 91.7 | 55.6 | 14.5 | 78 | 92.6 | 49.8 | 79.4 | 65.9 | |
| MTKTAdaptation Scenario=GTA5 to Cityscapes and IDD, Source Domain=GTA5, Class Setting=7 classes2022.03 | 91.4 | 56.6 | 13.2 | 77.3 | 91.4 | 51.4 | 79.9 | 65.9 | |
| ADASAdaptation Scenario=GTA5 to Cityscapes and IDD, Source Domain=GTA5, Class Setting=7 classes2022.03 | 90.5 | 63 | 22.2 | 73.7 | 87.9 | 54.3 | 76.9 | 66.9 | |
| ADASAdaptation Scenario=GTA5 to Cityscapes, IDD, and Mapillary, Source Domain=GTA5, Class Setting=7 classes2022.03 | 89.9 | 52.7 | 25 | 78.1 | 92.1 | 51 | 77.9 | 66.7 |