Optic Disc and Cup Segmentation on RIM-ONE r3 (target domain)
96.8Dice (Disc)Oracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oraclemode=fully supervised2022.07 | 96.8 | 85.6 | |
| UDA_CLRadaptation_type=unsupervised domain adaptation2022.07 | 90.5 | 84.1 | |
| BEALadaptation_type=unsupervised domain adaptation2022.07 | 89.8 | 81 | |
| POSALadaptation_type=output space adaptation2022.07 | 86.5 | 78.7 | |
| OSAL-pixeladaptation_type=output space adaptation2022.07 | 85.4 | 77.8 | |
| TD-GANadaptation_type=unsupervised domain adaptation2022.07 | 85.3 | 72.8 | |
| Javanmardi et al.adaptation_type=output space adaptation2022.07 | 85.3 | 77.9 | |
| Hoffman et al.adaptation_type=high-level alignment2022.07 | 85.2 | 75.5 | |
| Baselinemode=without adaptation2022.07 | 77.9 | 74.4 |