Optic Cup / Disc Segmentation on Fundus Domain 1
87.77DC (Cup)Target-only
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Target-onlytraining=target-only2026.03 | 87.77 | 97.15 | 7.11 | 10.37 | |
| DDS-UDAtraining=UDA2026.03 | 87.46 | 96.62 | 5.73 | 10.89 | |
| TriLAtraining=UDA2026.03 | 86.69 | 96.21 | 6.63 | 11.84 | |
| MA-UDAtraining=UDA2026.03 | 86.09 | 96.01 | 8.48 | 12.71 | |
| BEALtraining=UDA2026.03 | 85.59 | 95.72 | 7.62 | 12.91 | |
| CoFotraining=UDA2026.03 | 85.55 | 95.32 | 8.42 | 13.29 | |
| Upper bound#L=all samples2024.04 | 85.53 | 93.41 | — | — | |
| Upper bound#L=*2026.03 | 85.47 | 93.38 | — | — | |
| DoCRtraining=UDA2026.03 | 85.33 | 95.87 | 7.39 | 12.24 | |
| TISTtraining=UDA2026.03 | 85.27 | 95.97 | 9.29 | 13.66 | |
| DAFormertraining=UDA2026.03 | 84.95 | 95.12 | 7.84 | 12.87 | |
| ODADAtraining=UDA2026.03 | 84.51 | 95.32 | 8.87 | 12.36 | |
| FDAtraining=UDA2026.03 | 84.27 | 94.89 | 9.78 | 14.39 | |
| BCMDA#L=202026.03 | 84.25 | 93.68 | — | — | |
| Ours#L=202024.04 | 83.71 | 92.96 | — | — | |
| SymGD#L=202026.03 | 83.16 | 92.91 | — | — | |
| Source-onlytraining=source-only2026.03 | 82.23 | 92.88 | 9.53 | 14.01 | |
| FixMatch#L=202026.03 | 81.32 | 91.49 | — | — | |
| FixMatch#L=202024.04 | 81.18 | 91.29 | — | — | |
| SDCL#L=202026.03 | 80.59 | 91.65 | — | — | |
| FDA#L=202024.04 | 76.99 | 89.94 | — | — | |
| ABD#L=202026.03 | 76.72 | 86.04 | — | — | |
| BCP#L=202026.03 | 75.29 | 90.63 | — | — | |
| ConStyX2025.06 | 72.55 | 88.95 | — | — | |
| BCP#L=202024.04 | 71.65 | 91.1 | — | — | |
| CSU2025.06 | 69.19 | 87.58 | — | — | |
| CauSSL#L=202026.03 | 66.53 | 83.38 | — | — | |
| DSU2025.06 | 65.99 | 86.64 | — | — | |
| RandConv2025.06 | 65.99 | 85.87 | — | — | |
| EFDM2025.06 | 65.11 | 86.32 | — | — | |
| MixStyle2025.06 | 64.86 | 86.67 | — | — | |
| CPS#L=202024.04 | 64.53 | 86.25 | — | — | |
| TriD2025.06 | 63.73 | 84.03 | — | — | |
| CCSDG2025.06 | 63.55 | 86.21 | — | — | |
| UA-MT#L=202026.03 | 63.53 | 79.63 | — | — | |
| CauSSL#L=202024.04 | 63.38 | 80.6 | — | — | |
| CoraNet#L=202024.04 | 61.64 | 87.32 | — | — | |
| SS-Net#L=202026.03 | 61.25 | 79.9 | — | — | |
| UDA-VAE++#L=202026.03 | 60.75 | 79.64 | — | — | |
| SIFA#L=202026.03 | 59.89 | 75.98 | — | — | |
| MoreStyle2025.06 | 59.6 | 80.38 | — | — | |
| U-Net#L=202024.04 | 59.54 | 73.89 | — | — | |
| SS-Net#L=202024.04 | 59.42 | 78.15 | — | — | |
| UA-MT#L=202024.04 | 59.35 | 78.46 | — | — | |
| U-Net#L=202026.03 | 57.92 | 71.8 | — | — | |
| UDA-VAE++#L=202024.04 | 55.01 | 80.76 | — | — | |
| SIFA#L=202024.04 | 50.67 | 75.3 | — | — |