Optic Disc Segmentation on RIM-ONE r3
96.8Dice ScoreOracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oracle2023.07 | 96.8 | — | |
| Oracle2021.09 | 96.8 | — | |
| nnU-NetAug=-2025.08 | 96.45 | — | |
| TransUNetAug=Designed2025.08 | 96.06 | — | |
| FunduSegmenterAug=Spatial2025.08 | 95.82 | — | |
| FunduSegmenterAug=Designed2025.08 | 95.78 | — | |
| TransUNetAug=Spatial2025.08 | 95.71 | — | |
| DUNetAug=Designed2025.08 | 95.58 | — | |
| DUNetAug=Spatial2025.08 | 95.31 | — | |
| TransUNetAug=None2025.08 | 95.23 | — | |
| FunduSegmenterAug=None2025.08 | 95.2 | — | |
| DUNetAug=None2025.08 | 93.49 | — | |
| CBMTsource-free=true2023.07 | 93.36 | 6.2 | |
| DPLsource-free=true2023.07 | 90.13 | 9.43 | |
| BEALsource-free=false2023.07 | 89.8 | — | |
| BEALAccess Source Data=true, Access Source Train=false2021.09 | 89.8 | — | |
| AdvEntsource-free=false2023.07 | 89.73 | 9.84 | |
| SRDAsource-free=true2023.07 | 89.37 | 9.91 | |
| DAEsource-free=true2023.07 | 89.08 | 11.63 | |
| SCUDAApproach=UDA, Params=N/A2025.12 | 84.89 | — | |
| IOSUDAApproach=UDA, Params=42.8M2025.12 | 83.26 | — | |
| W/o DA2023.07 | 83.18 | 24.15 | |
| EO-ProtoSeg 10sApproach=FWS, Params=1.9M, Shots=10, Regions Density=0.502025.12 | 80.57 | — | |
| EO-ProtoSeg 5sApproach=FWS, Params=1.9M, Shots=5, Regions Density=0.252025.12 | 80.46 | — | |
| EO-ProtoSeg bestApproach=FWS, Params=1.9M, Selection=best2025.12 | 80.39 | — | |
| EO-ProtoSeg 1sApproach=FWS, Params=1.9M, Shots=1, Regions Density=0.252025.12 | 79.92 | — | |
| pOSALApproach=UDA, Params=5.8M2025.12 | 76.75 | — | |
| SIFAApproach=UDA, Params=43.3M2025.12 | 74.67 | — | |
| CADAApproach=UDA, Params=9.7M2025.12 | 62.13 | — | |
| CFEAApproach=UDA, Params=N/A2025.12 | 60.08 | — |