Optic Cup Segmentation on RIM-ONE r3
85.6Dice CoefficientOracle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracle2023.07 | 85.6 | — | — | |
| Oracle2021.09 | 85.6 | — | — | |
| FunduSegmenterAug=Designed2025.08 | 84.82 | — | — | |
| FunduSegmenterAug=Spatial2025.08 | 83.63 | — | — | |
| TransUNetAug=Designed2025.08 | 82.76 | — | — | |
| nnU-NetAug=-2025.08 | 82.57 | — | — | |
| DUNetAug=Designed2025.08 | 82.02 | — | — | |
| FunduSegmenterAug=None2025.08 | 81.95 | — | — | |
| TransUNetAug=Spatial2025.08 | 81.35 | — | — | |
| CBMTsource-free=true2023.07 | 81.16 | 8.37 | — | |
| BEALsource-free=false2023.07 | 81 | — | — | |
| BEALAccess Source Data=true, Access Source Train=false2021.09 | 81 | — | — | |
| TransUNetAug=None2025.08 | 80.47 | — | — | |
| DUNetAug=Spatial2025.08 | 80.34 | — | — | |
| DPLsource-free=true2023.07 | 79.78 | 9.01 | — | |
| DUNetAug=None2025.08 | 79.05 | — | — | |
| DAEsource-free=true2023.07 | 79.01 | 10.31 | — | |
| AdvEntsource-free=false2023.07 | 77.99 | 7.57 | — | |
| SRDAsource-free=true2023.07 | 77.61 | 10.15 | — | |
| W/o DA2023.07 | 74.51 | 14.44 | — | |
| CADAApproach=UDA, Params=9.7M2025.12 | — | — | 47.1 | |
| CFEAApproach=UDA, Params=N/A2025.12 | — | — | 46.53 | |
| EO-ProtoSeg 10sApproach=FWS, Params=1.9M, Shots=10, Regions Density=0.502025.12 | — | — | 52.42 | |
| EO-ProtoSeg 1sApproach=FWS, Params=1.9M, Shots=1, Regions Density=0.252025.12 | — | — | 44.01 | |
| EO-ProtoSeg 5sApproach=FWS, Params=1.9M, Shots=5, Regions Density=0.252025.12 | — | — | 50.27 | |
| EO-ProtoSeg bestApproach=FWS, Params=1.9M, Selection=best2025.12 | — | — | 52.65 | |
| IOSUDAApproach=UDA, Params=42.8M2025.12 | — | — | 60.07 | |
| pOSALApproach=UDA, Params=5.8M2025.12 | — | — | 62.59 | |
| SCUDAApproach=UDA, Params=N/A2025.12 | — | — | 61.65 | |
| SIFAApproach=UDA, Params=43.3M2025.12 | — | — | 52.84 |