Optic Disc and Cup Segmentation on Drishti-GS (target domain)
0.974Dice (Disc)Oracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oraclemode=fully supervised2022.07 | 0.974 | 0.901 | |
| UDA_CLRadaptation_type=unsupervised domain adaptation2022.07 | 0.966 | 0.892 | |
| POSALadaptation_type=output space adaptation2022.07 | 0.965 | 0.858 | |
| OSAL-pixeladaptation_type=output space adaptation2022.07 | 0.962 | 0.851 | |
| Javanmardi et al.adaptation_type=output space adaptation2022.07 | 0.961 | 0.849 | |
| BEALadaptation_type=unsupervised domain adaptation2022.07 | 0.961 | 0.862 | |
| Hoffman et al.adaptation_type=high-level alignment2022.07 | 0.959 | 0.851 | |
| FunduSegmentervariant=Spatial2025.08 | 0.9578 | 0.7449 | |
| TVConv2025.08 | 0.9574 | 0.8412 | |
| FunduSegmentervariant=Designed2025.08 | 0.9536 | 0.7181 | |
| RAM-DSIR2025.08 | 0.9524 | 0.7585 | |
| FunduSegmentervariant=None2025.08 | 0.9462 | 0.7327 | |
| Baselinemode=without adaptation2022.07 | 0.944 | 0.836 | |
| DoFE2025.08 | 0.9293 | 0.7431 | |
| TD-GANadaptation_type=unsupervised domain adaptation2022.07 | 0.924 | 0.747 |