OCTA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Vessel Segmentation | OCTA 3M FULL projection 500 (test) | Dice Coefficient87.83 | 18 | |
| Classification | OCTA-500 | Accuracy94.23 | 11 | |
| DR staging | in-house OCTA | Precision (H)95.8 | 8 | |
| OCT to OCTA Image Translation | OCTA-6M | MAE0.0741 | 8 | |
| OCT to OCTA Image Translation | OCTA-3M | MAE0.0707 | 8 | |
| AD detection | OCTA-500 | Acc98.98 | 6 | |
| 3D Object-Centric Learning | OCTA scenes (test) | FG-ARI0.87 | 4 | |
| MIP reconstruction | OCTA dynamic synthetic motion artifacts (test) | L1 Loss0.013 | 4 | |
| B-scan reconstruction | OCTA with dynamic synthetic motion artifacts (test) | Gradient L10.041 | 4 | |
| Artery and Vein Segmentation | OCTA-500 | Artery DSC66.6 | 3 |
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