Polyp Segmentation on Kvasir source: CVC target domain
0.921DSCSupervised Source+Target
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Supervised Source+TargetTask=Supervised, Target label=100%L2023.07 | 0.921 | 2.1 | |
| Disentangled Consistency ContrastTask=SSDA, Target label=50%L2023.07 | 0.906 | 2.4 | |
| ACTTask=SSDA, Target label=50%L2023.07 | 0.894 | 2.6 | |
| FSMTask=SSDA, Target label=50%L2023.07 | 0.891 | 2.6 | |
| SLATask=SSDA, Target label=50%L2023.07 | 0.886 | 2.7 | |
| Disentangled Consistency ContrastTask=SSDA, Target label=10%L2023.07 | 0.877 | 2.9 | |
| DLDTask=SSDA, Target label=50%L2023.07 | 0.876 | 2.8 | |
| ACTTask=SSDA, Target label=10%L2023.07 | 0.869 | 3 | |
| FSMTask=SSDA, Target label=10%L2023.07 | 0.858 | 3.4 | |
| SLATask=SSDA, Target label=10%L2023.07 | 0.855 | 3.1 | |
| DLDTask=SSDA, Target label=10%L2023.07 | 0.842 | 3.2 | |
| Disentangled Consistency ContrastTask=UDA, Target label=0%L2023.07 | 0.838 | 3.4 | |
| CoFoTask=UDA, Target label=0%L2023.07 | 0.828 | 3.6 | |
| FDATask=UDA, Target label=0%L2023.07 | 0.804 | 3.9 | |
| ASNTask=UDA, Target label=0%L2023.07 | 0.801 | 3.6 | |
| BDLTask=UDA, Target label=0%L2023.07 | 0.778 | 4 | |
| PCEDATask=UDA, Target label=0%L2023.07 | 0.736 | 4.4 | |
| Source onlyTask=No DA, Target label=0%L2023.07 | 0.622 | 5.6 |