Polyp Segmentation on CVC source Kvasir target domain
93.8DSCSupervised Source+Target
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Supervised Source+TargetTask=Supervised, Target label=100%L2023.07 | 93.8 | 2 | |
| Disentangled Consistency ContrastTask=SSDA, Target label=50%L2023.07 | 90.8 | 2.2 | |
| ACTTask=SSDA, Target label=50%L2023.07 | 90.3 | 2.4 | |
| FSMTask=SSDA, Target label=50%L2023.07 | 89.8 | 2.5 | |
| SLATask=SSDA, Target label=50%L2023.07 | 89.3 | 2.8 | |
| DLDTask=SSDA, Target label=50%L2023.07 | 87.9 | 2.6 | |
| ACTTask=SSDA, Target label=10%L2023.07 | 87.3 | 2.9 | |
| Disentangled Consistency ContrastTask=SSDA, Target label=10%L2023.07 | 86.9 | 2.7 | |
| SLATask=SSDA, Target label=10%L2023.07 | 86.2 | 3.3 | |
| FSMTask=SSDA, Target label=10%L2023.07 | 86.2 | 3.1 | |
| DLDTask=SSDA, Target label=10%L2023.07 | 85.1 | 3.1 | |
| Disentangled Consistency ContrastTask=UDA, Target label=0%L2023.07 | 84.5 | 3.1 | |
| ASNTask=UDA, Target label=0%L2023.07 | 83.7 | 3.7 | |
| BDLTask=UDA, Target label=0%L2023.07 | 81.7 | 4.1 | |
| CoFoTask=UDA, Target label=0%L2023.07 | 81.1 | 3.5 | |
| FDATask=UDA, Target label=0%L2023.07 | 75.1 | 4.2 | |
| PCEDATask=UDA, Target label=0%L2023.07 | 70.1 | 4.7 | |
| Source onlyTask=No DA, Target label=0%L2023.07 | 53.9 | 6.2 |