| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| DR grading | EyeQ | Kappa0.884 | 22 | |
| Ophthalmic disease diagnosis | EyeQ | AUC (%)93.26 | 22 | |
| DR grading | EyeQ (70%) | Kappa0.852 | 11 | |
| Quality Rejection | EyeQ | Dice83.21 | 7 | |
| 3-Class Quality Assessment | EyeQ | QWK72.94 | 7 | |
| Fundus Image Quality Assessment | EyeQ (internal val) | Accuracy89.78 | 7 | |
| Retinal Image Enhancement | EyeQ | SSIM0.9392 | 7 |