Optic Disc Segmentation on REFUGE2 Disc
96.7Dice CoefficientMedSegDiffv2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSegDiffv2Task-Specific=false, Type=Generative2026.04 | 96.7 | 88.9 | |
| MedFlowSegTask-Specific=false2026.04 | 95.8 | 90.3 | |
| Swin-UNetrTask-Specific=false, Type=Deterministic2026.04 | 95.3 | 87.9 | |
| SwinBTSTask-Specific=true, Task Group=Brain Tumor2026.04 | 95.2 | 87.7 | |
| MedSegDiffTask-Specific=false, Type=Generative2026.04 | 95.1 | 87.6 | |
| TransUNetTask-Specific=false, Type=Deterministic2026.04 | 95 | 87.7 | |
| UNetrTask-Specific=false, Type=Deterministic2026.04 | 94.9 | 87.5 | |
| nnUNetTask-Specific=false, Type=Deterministic2026.04 | 94.7 | 87.3 | |
| EnsemDiffTask-Specific=false, Type=Generative2026.04 | 94.3 | 87.8 | |
| TransBTSTask-Specific=true, Task Group=Brain Tumor2026.04 | 94.1 | 87.2 | |
| BEALTask-Specific=true, Task Group=Optic Disc/Cup2026.04 | 93.7 | 86.1 | |
| TA-NetTask-Specific=true, Task Group=Histology Gland2026.04 | 93.1 | 87.1 | |
| ResUNetTask-Specific=true, Task Group=Optic Disc/Cup2026.04 | 92.9 | 85.5 | |
| ECHO-SegNetTask-Specific=true, Task Group=Cardiac Ultrasound2026.04 | 92.9 | 86.7 | |
| FlowSDFTask-Specific=false, Type=Generative2026.04 | 92.7 | 86.4 | |
| SegDiffTask-Specific=false, Type=Generative2026.04 | 92.6 | 85.2 | |
| DCANTask-Specific=true, Task Group=Histology Gland2026.04 | 92.3 | 85.7 | |
| UltraUNetTask-Specific=true, Task Group=Cardiac Ultrasound2026.04 | 91.2 | 82.3 |