Optic Cup Segmentation on REFUGE2 Cup
88.6Dice ScoreMedFlowSeg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedFlowSegTask-Specific=false2026.04 | 88.6 | 80.1 | |
| MedSegDiffv2Task-Specific=false, Type=Generative2026.04 | 87.9 | 80.3 | |
| MedSegDiffTask-Specific=false, Type=Generative2026.04 | 85.9 | 76.2 | |
| SwinBTSTask-Specific=true, Task Group=Brain Tumor2026.04 | 85.7 | 75.9 | |
| FlowSDFTask-Specific=false, Type=Generative2026.04 | 85.7 | 75 | |
| TransUNetTask-Specific=false, Type=Deterministic2026.04 | 85.6 | 75.9 | |
| TransBTSTask-Specific=true, Task Group=Brain Tumor2026.04 | 85.4 | 75.7 | |
| nnUNetTask-Specific=false, Type=Deterministic2026.04 | 84.9 | 75.1 | |
| Swin-UNetrTask-Specific=false, Type=Deterministic2026.04 | 84.3 | 74.5 | |
| EnsemDiffTask-Specific=false, Type=Generative2026.04 | 84.2 | 74.4 | |
| UltraUNetTask-Specific=true, Task Group=Cardiac Ultrasound2026.04 | 83.6 | 74.2 | |
| BEALTask-Specific=true, Task Group=Optic Disc/Cup2026.04 | 83.5 | 74.1 | |
| ECHO-SegNetTask-Specific=true, Task Group=Cardiac Ultrasound2026.04 | 83.5 | 71.7 | |
| UNetrTask-Specific=false, Type=Deterministic2026.04 | 83.2 | 73.3 | |
| TA-NetTask-Specific=true, Task Group=Histology Gland2026.04 | 82.9 | 70.8 | |
| SegDiffTask-Specific=false, Type=Generative2026.04 | 82.5 | 71.9 | |
| DCANTask-Specific=true, Task Group=Histology Gland2026.04 | 82.1 | 69.6 | |
| ResUNetTask-Specific=true, Task Group=Optic Disc/Cup2026.04 | 80.1 | 72.3 |