Semantic Segmentation on Cityscapes GTA5 to Cityscapes adaptation
71mIoUDIDA
Evaluation results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DIDAVenue=-2023.07 | 71 | 97.3 | 78 | 89.8 | 55.9 | 52.6 | 53.3 | 57.9 | 66.1 | 90 | 50 | 93.1 | 73.2 | 44.8 | 93.4 | 80.9 | 84.7 | 73.8 | 58.6 | 63.5 | |
| DAFormerVenue=CVPR 222023.07 | 68.3 | 95.7 | 70.2 | 89.4 | 53.5 | 48.1 | 49.6 | 55.8 | 59.4 | 89.9 | 47.9 | 92.5 | 72.2 | 44.7 | 92.3 | 74.5 | 78.2 | 65.1 | 55.9 | 61.8 | |
| CaCoVenue=CVPR 222023.07 | 58 | 93.8 | 64.1 | 85.7 | 43.7 | 42.2 | 46.1 | 50.1 | 54 | 88.7 | 47 | 86.5 | 68.1 | 2.9 | 88 | 43.4 | 60.1 | 31.5 | 46.1 | 60.9 | |
| BAPA-NetVenue=ICCV'212023.07 | 57.4 | 94.4 | 61 | 88 | 26.8 | 39.9 | 38.3 | 46.1 | 55.3 | 87.8 | 46.1 | 89.4 | 68.8 | 40 | 90.2 | 60.4 | 59 | 0 | 45.1 | 54.2 | |
| CPSL+Venue=CVPR 22, distillation=false2023.07 | 55.7 | 91.7 | 52.9 | 83.6 | 43 | 32.3 | 43.7 | 51.3 | 42.8 | 85.4 | 37.6 | 81.1 | 69.5 | 30 | 88.1 | 44.1 | 59.9 | 24.9 | 47.2 | 48.4 | |
| SACVenue=CVPR'212023.07 | 53.8 | 90.4 | 53.9 | 86.6 | 42.4 | 27.3 | 45.1 | 48.5 | 42.7 | 87.4 | 40.1 | 86.1 | 67.5 | 29.7 | 88.5 | 49.1 | 54.6 | 9.8 | 26.6 | 45.3 | |
| ProDA+Venue=CVPR'21, distillation=false2023.07 | 53.7 | 91.5 | 52.4 | 82.9 | 42 | 35.7 | 40 | 44.4 | 43.3 | 87 | 43.8 | 79.5 | 66.5 | 31.4 | 86.7 | 41.1 | 52.5 | 1 | 45.4 | 53.8 | |
| DPL-DualVenue=ICCV'212023.07 | 53.3 | 92.8 | 54.4 | 86.2 | 41.6 | 32.7 | 36.4 | 49 | 34 | 85.8 | 41.3 | 86 | 63.2 | 34.2 | 87.2 | 39.3 | 44.5 | 18.7 | 42.6 | 43.1 | |
| UncerDAVenue=ICCV'212023.07 | 52.6 | 90.5 | 38.7 | 86.5 | 41.1 | 32.9 | 40.5 | 48.2 | 42.1 | 86.5 | 36.8 | 84.2 | 64.5 | 38.1 | 87.2 | 34.8 | 50.4 | 0.2 | 41.8 | 54.6 | |
| UPLRVenue=ICCV'212023.07 | 52.6 | 90.5 | 38.7 | 86.5 | 41.1 | 32.9 | 40.5 | 48.2 | 42.1 | 86.5 | 36.8 | 84.2 | 64.5 | 38.1 | 87.2 | 34.8 | 50.4 | 0.2 | 41.8 | 54.6 | |
| DACSVenue=WACV'212023.07 | 52.1 | 89.9 | 39.7 | 87.9 | 30.7 | 39.5 | 38.5 | 46.4 | 52.8 | 88 | 44 | 88.8 | 67.2 | 35.8 | 84.5 | 45.7 | 50.2 | 0 | 27.3 | 34 | |
| BIMALVenue=ICCV'212023.07 | 47.3 | 91.2 | 39.6 | 82.7 | 29.4 | 25.2 | 29.6 | 34.3 | 25.5 | 85.4 | 44 | 80.8 | 59.7 | 30.4 | 86.6 | 38.5 | 47.6 | 1.2 | 34 | 36.8 |