Layer Segmentation on Retinal OCT (test)
2.48RMSE (µm)2.5D segmentation framework
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| 2.5D segmentation framework2026.03 | 2.48 | — | 2.36 | 2.93 | 2.56 | 2.7 | 1.85 | |
| FCRN2026.03 | 2.64 | — | 3.07 | 2.66 | 2.86 | 2.98 | 2.05 | |
| Basic UNet2026.03 | 2.67 | — | 2.43 | 3.26 | 2.84 | 2.8 | 2.03 | |
| ReLayNet2026.03 | 2.69 | — | 2.53 | 3.09 | 2.89 | 2.85 | 2.06 | |
| Graph2026.03 | 4.99 | — | 3.21 | 9.06 | 5.74 | 4.69 | 2.26 | |
| SD-LayerNetSubset size=100%, Variant=without Lself2022.07 | 5.79 | 1.33 | — | — | — | — | — | |
| SD-LayerNetSubset size=100%, Variant=Full2022.07 | 5.82 | 1.32 | — | — | — | — | — | |
| SD-LayerNetSubset size=50%, Variant=Full2022.07 | 6.38 | 1.53 | — | — | — | — | — | |
| SD-LayerNetSubset size=50%, Variant=without Lself2022.07 | 6.55 | 2.47 | — | — | — | — | — | |
| He et al. + LselfSubset size=100%2022.07 | 6.86 | 1.24 | — | — | — | — | — | |
| SD-LayerNetSubset size=25%, Variant=Full2022.07 | 6.95 | 1.69 | — | — | — | — | — | |
| SD-LayerNetSubset size=25%, Variant=without Lself2022.07 | 7.04 | 3.57 | — | — | — | — | — | |
| He et al.Subset size=100%2022.07 | 7.06 | 3.44 | — | — | — | — | — | |
| SD-LayerNetSubset size=100%, Variant=without conv-t2022.07 | 7.11 | 1.87 | — | — | — | — | — | |
| He et al. + LselfSubset size=50%2022.07 | 7.38 | 2.03 | — | — | — | — | — | |
| SD-LayerNetSubset size=50%, Variant=without conv-t2022.07 | 7.41 | 2.03 | — | — | — | — | — | |
| SD-LayerNetSubset size=15%, Variant=Full2022.07 | 7.57 | 2.94 | — | — | — | — | — | |
| He et al.Subset size=50%2022.07 | 7.6 | 4.18 | — | — | — | — | — | |
| SD-LayerNetSubset size=15%, Variant=without Lself2022.07 | 8.12 | 4.44 | — | — | — | — | — | |
| He et al. + LselfSubset size=25%2022.07 | 8.63 | 1.72 | — | — | — | — | — | |
| SD-LayerNetSubset size=25%, Variant=without conv-t2022.07 | 8.64 | 2.33 | — | — | — | — | — | |
| SD-NetSubset size=100%2022.07 | 9.44 | 5.2 | — | — | — | — | — | |
| SD-NetSubset size=50%2022.07 | 9.77 | 5.43 | — | — | — | — | — | |
| He et al.Subset size=25%2022.07 | 10.16 | 6.96 | — | — | — | — | — | |
| SD-LayerNetSubset size=15%, Variant=without conv-t2022.07 | 10.28 | 4.34 | — | — | — | — | — | |
| He et al. + LselfSubset size=15%2022.07 | 10.35 | 2.49 | — | — | — | — | — | |
| He et al.Subset size=15%2022.07 | 10.48 | 5.95 | — | — | — | — | — | |
| SD-NetSubset size=25%2022.07 | 11.76 | 8.06 | — | — | — | — | — | |
| SD-NetSubset size=15%2022.07 | 14.1 | 11.26 | — | — | — | — | — |