Optic Cup and Disc Segmentation on Fundus image dataset Average across Centers
3.24ASSD (Optic Cup)DFQ
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DFQYear=20242025.01 | 3.24 | 3.49 | 3.37 | |
| Upper bound w/o BDA2025.01 | 3.36 | 2.72 | 3.04 | |
| Upper bound2025.01 | 3.37 | 2.58 | 2.97 | |
| DofeYear=20202025.01 | 3.56 | 3.35 | 3.45 | |
| UniDDG2025.01 | 3.61 | 4.17 | 3.89 | |
| TriDYear=20232025.01 | 3.66 | 4.08 | 3.87 | |
| UniDDGStyle Augmentation=false2025.01 | 3.87 | 3.67 | 3.77 | |
| CDDSAYear=20232025.01 | 3.92 | 3.39 | 3.65 | |
| BigAugYear=20202025.01 | 4.01 | 3.57 | 3.79 | |
| Dofedomain_label=wrong2025.01 | 4.25 | 3.44 | 3.85 | |
| CutmixYear=20192025.01 | 4.27 | 3.45 | 3.86 | |
| CDDSAdomain_label=wrong2025.01 | 4.61 | 3.89 | 4.25 | |
| UniDDGExpansion Mask Attention=false2025.01 | 4.66 | 4.5 | 4.58 | |
| Lower bound2025.01 | 4.72 | 4.32 | 4.52 | |
| Manifold MixupYear=20192025.01 | 4.81 | 3.99 | 4.4 | |
| MixupYear=20172025.01 | 6.42 | 5.53 | 5.97 | |
| Lower bound w/o BDA2025.01 | 7.64 | 8.92 | 8.28 |