Optic Cup Segmentation on RIGA+ Messidor Target Domains (test)
88.24Score (Messidor Base 1)DAPSAM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAPSAMYear=2024, Backbone=ViT, Source Domain=BinRushed2026.05 | 88.24 | 86.31 | 88.77 | 87.77 | |
| FSAMYear=2025, Backbone=ViT, Source Domain=BinRushed2026.05 | 88.12 | 86.2 | 88.28 | 87.53 | |
| FSAMYear=2025, Backbone=ViT, Source Domain=Magrabia2026.05 | 87.61 | 90.07 | 88.2 | 88.63 | |
| DAPSAMYear=2024, Backbone=ViT, Source Domain=Magrabia2026.05 | 86.74 | 89.59 | 88.12 | 88.15 | |
| CCSDGYear=2023, Backbone=UNet, Source Domain=BinRushed2026.05 | 86.13 | 86.28 | 86.77 | 86.57 | |
| SAMedYear=2023, Backbone=ViT, Source Domain=Magrabia2026.05 | 85.26 | 84.25 | 84.76 | 84.76 | |
| CCSDGYear=2023, Backbone=UNet, Source Domain=Magrabia2026.05 | 84.94 | 85.68 | 85.98 | 85.53 | |
| SAMedYear=2023, Backbone=ViT, Source Domain=BinRushed2026.05 | 84.24 | 80.21 | 82.6 | 82.35 | |
| SLAugYear=2023, Backbone=UNet, Source Domain=BinRushed2026.05 | 83.31 | 81.36 | 84.38 | 83.02 | |
| MaxStyleYear=2022, Backbone=UNet, Source Domain=BinRushed2026.05 | 82.61 | 74.71 | 82.33 | 79.88 | |
| D-NormYear=2022, Backbone=UNet, Source Domain=BinRushed2026.05 | 81.81 | 79.16 | 83.67 | 81.55 | |
| CSDGYear=2022, Backbone=UNet, Source Domain=BinRushed2026.05 | 81 | 83.79 | 83.75 | 82.85 | |
| DeSAM [points]Year=2024, Backbone=ViT, Source Domain=BinRushed2026.05 | 80.87 | 82.95 | 84.19 | 82.67 | |
| SLAugYear=2023, Backbone=UNet, Source Domain=Magrabia2026.05 | 80.7 | 80.15 | 80.89 | 80.58 | |
| DeSAM [box]Year=2024, Backbone=ViT, Source Domain=BinRushed2026.05 | 79.68 | 82.97 | 82.7 | 81.78 | |
| ADSYear=2022, Backbone=UNet, Source Domain=BinRushed2026.05 | 79.6 | 81.17 | 81.08 | 80.62 | |
| D-NormYear=2022, Backbone=UNet, Source Domain=Magrabia2026.05 | 79.02 | 80.06 | 79.87 | 79.65 | |
| MaxStyleYear=2022, Backbone=UNet, Source Domain=Magrabia2026.05 | 78.74 | 80.12 | 81.9 | 80.25 | |
| ADSYear=2022, Backbone=UNet, Source Domain=Magrabia2026.05 | 77.78 | 79.6 | 79.99 | 79.12 | |
| CSDGYear=2022, Backbone=UNet, Source Domain=Magrabia2026.05 | 75.39 | 76.44 | 81.35 | 77.73 | |
| DeSAM [box]Year=2024, Backbone=ViT, Source Domain=Magrabia2026.05 | 69.66 | 75.75 | 74.74 | 73.38 | |
| DeSAM [points]Year=2024, Backbone=ViT, Source Domain=Magrabia2026.05 | 67.88 | 76.33 | 73.05 | 72.42 |