Semantic Segmentation on Cityscapes DG (ACDC, DZ, BDD, MV)
61mIoU (ACDC)DGInStyle
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DGInStyleDG Method=HRDA, Note=Reported score from DGInStyle authors2025.03 | 61 | 32.6 | 58.84 | 67.99 | 55.11 | |
| BaselineDG Method=HRDA, Note=Reported score from DGInStyle authors2025.03 | 59.7 | 31.07 | 58.49 | 68.32 | 54.4 | |
| CA-LoRADG Method=HRDA2025.03 | 58.93 | 34.41 | 56.56 | 64.54 | 53.61 | |
| BaselineDG Method=HRDA2025.03 | 58.48 | 29.46 | 56.12 | 64.27 | 52.08 | |
| DGInStyleDG Method=DAFormer, Note=Reported score from DGInStyle authors2025.03 | 57.74 | 28.55 | 56.26 | 62.67 | 51.31 | |
| CA-LoRADG Method=ColorAug2025.03 | 56.07 | 29.75 | 54.35 | 61.4 | 50.39 | |
| CA-LoRADG Method=DAFormer2025.03 | 55.83 | 31.68 | 54.68 | 63.09 | 51.32 | |
| DGInStyleDG Method=ColorAug, Note=Reported score from DGInStyle authors2025.03 | 55.19 | 26.83 | 55.18 | 59.95 | 49.29 | |
| BaselineDG Method=DAFormer, Note=Reported score from DGInStyle authors2025.03 | 55.15 | 28.28 | 54.19 | 61.67 | 49.82 | |
| BaselineDG Method=DAFormer2025.03 | 53.98 | 27.82 | 54.29 | 62.69 | 49.7 | |
| BaselineDG Method=ColorAug2025.03 | 53.12 | 25.69 | 53 | 59.81 | 47.91 | |
| BaselineDG Method=ColorAug, Note=Reported score from DGInStyle authors2025.03 | 52.38 | 23 | 53.33 | 60.06 | 47.19 |