OCTA-500
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Vessel Segmentation | OCTA-500 6M OPL-BM projection | Dice Coefficient78.84 | 18 | |
| Vessel Segmentation | OCTA-500 6M (ILM-OPL projection) | Dice Coefficient88.87 | 18 | |
| Vessel Segmentation | OCTA-500 6M FULL projection | Dice Coefficient84.62 | 18 | |
| Vessel Segmentation | OCTA-500 3M OPL-BM projection | Dice Coefficient82.62 | 18 | |
| Vessel Segmentation | OCTA-500 3M ILM-OPL projection | Dice Coefficient91.32 | 18 | |
| Retinal layer segmentation | OCTA-500 ALL | mDice93.86 | 14 | |
| Retinal layer segmentation | OCTA-500 NORMAL | mDice96 | 14 | |
| Retinal layer segmentation | OCTA-500 RVO | mDice89.13 | 14 | |
| Retinal layer segmentation | OCTA-500 DR | Dice Score93.12 | 14 | |
| Retinal layer segmentation | OCTA-500 AMD | mDice90.69 | 14 | |
| Large Vessel Segmentation | OCTA-500 | Dice Score (%)82.4 | 9 | |
| FAZ Segmentation | OCTA-500 (test) | Dice96.21 | 9 | |
| DR staging | OCTA-500 (test) | Precision (H)97.62 | 8 | |
| Vessel Segmentation | OCTA-500 (target domain) | DSC78.33 | 7 | |
| 3D OCT Volume Synthesis | OCTA-500 (test) | Intra-FID17.1 | 6 | |
| Large vessel segmentation | OCTA-500 100% labels (train test) | Dice Score82.4 | 5 | |
| Large vessel segmentation | OCTA-500 50% labels (train test) | Dice78.4 | 5 | |
| Multiclass Segmentation | OCTA-500 (test) | Dice82.9 | 4 | |
| Vein Segmentation | OCTA-500 | Dice Score67.3 | 3 | |
| FAZ Segmentation | OCTA-500 | Dice94.1 | 3 |
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