Optic Cup and Disc Segmentation on Fundus Domain 2
84.08DC (Cup)Target-only
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Target-onlytraining=target-only2026.03 | 84.08 | 94.74 | 8.71 | 9.77 | |
| DDS-UDAtraining=UDA2026.03 | 84.02 | 90.65 | 8.54 | 10.77 | |
| DoCRtraining=UDA2026.03 | 83.97 | 91.64 | 9.98 | 11.59 | |
| TriLAtraining=UDA2026.03 | 83.91 | 90.97 | 7.63 | 9.97 | |
| DAFormertraining=UDA2026.03 | 83.81 | 95.87 | 9.96 | 12.01 | |
| CoFotraining=UDA2026.03 | 83.39 | 90.38 | 10.07 | 11.21 | |
| BCMDA#L=202026.03 | 83.35 | 92.46 | — | — | |
| MA-UDAtraining=UDA2026.03 | 82.69 | 90.21 | 9.39 | 10.97 | |
| BEALtraining=UDA2026.03 | 82.48 | 89.13 | 9.38 | 10.99 | |
| TISTtraining=UDA2026.03 | 82.38 | 89.32 | 9.72 | 11.86 | |
| ODADAtraining=UDA2026.03 | 81.72 | 90.62 | 9.59 | 11.35 | |
| FDAtraining=UDA2026.03 | 81.11 | 89.79 | 10.83 | 12.47 | |
| Upper bound#L=*2026.03 | 80.6 | 90.94 | — | — | |
| Upper bound#L=all samples2024.04 | 80.55 | 90.9 | — | — | |
| Ours#L=202024.04 | 80.47 | 89.93 | — | — | |
| SDCL#L=202026.03 | 79.73 | 90.62 | — | — | |
| SymGD#L=202026.03 | 79.03 | 89.49 | — | — | |
| BCP#L=202026.03 | 78.92 | 91.73 | — | — | |
| Source-onlytraining=source-only2026.03 | 78.69 | 87.54 | 13.58 | 16.69 | |
| CCSDG2025.06 | 78.24 | 90.34 | — | — | |
| FDA#L=202024.04 | 77.69 | 89.63 | — | — | |
| ConStyX2025.06 | 77.61 | 89.86 | — | — | |
| ABD#L=202026.03 | 77.47 | 90.56 | — | — | |
| BCP#L=202024.04 | 77.19 | 92 | — | — | |
| TVConv2025.08 | 76.55 | 89.36 | — | — | |
| RandConv2025.06 | 76.05 | 88.1 | — | — | |
| EFDM2025.06 | 75.62 | 88.03 | — | — | |
| CSU2025.06 | 74.91 | 87.5 | — | — | |
| RAM-DSIR2025.08 | 74.32 | 86.51 | — | — | |
| FunduSegmentervariant=None2025.08 | 74.28 | 88.03 | — | — | |
| DSU2025.06 | 74.2 | 87.44 | — | — | |
| MixStyle2025.06 | 73.78 | 87.34 | — | — | |
| FunduSegmentervariant=Designed2025.08 | 73.57 | 87.32 | — | — | |
| DoFE2025.08 | 73.42 | 87.3 | — | — | |
| FixMatch#L=202026.03 | 72.64 | 87.17 | — | — | |
| FunduSegmentervariant=Spatial2025.08 | 72.54 | 88.55 | — | — | |
| FixMatch#L=202024.04 | 72.04 | 87.6 | — | — | |
| U-Net#L=202024.04 | 71.28 | 74.23 | — | — | |
| CPS#L=202024.04 | 70.26 | 86.97 | — | — | |
| TriD2025.06 | 70.16 | 85.75 | — | — | |
| SS-Net#L=202026.03 | 69.25 | 83.73 | — | — | |
| UDA-VAE++#L=202026.03 | 69.16 | 86.38 | — | — | |
| UDA-VAE++#L=202024.04 | 68.87 | 85.94 | — | — | |
| UA-MT#L=202026.03 | 67.6 | 79.69 | — | — | |
| CauSSL#L=202024.04 | 67.52 | 80.72 | — | — | |
| SS-Net#L=202024.04 | 67.32 | 85.05 | — | — | |
| CauSSL#L=202026.03 | 67.28 | 81.66 | — | — | |
| SIFA#L=202026.03 | 66.76 | 84.47 | — | — | |
| CoraNet#L=202024.04 | 65.56 | 87.05 | — | — | |
| U-Net#L=202026.03 | 64.98 | 70.86 | — | — | |
| SIFA#L=202024.04 | 64.44 | 80.69 | — | — | |
| MoreStyle2025.06 | 64.32 | 88.47 | — | — | |
| UA-MT#L=202024.04 | 63.08 | 74.45 | — | — |