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. 2023 Jun 8;14(7):3190–3202. doi: 10.1364/BOE.492670

Table 1. MASD ± standard deviation evaluated on Duke AMD test set and the ablation study.

Normal Group AMD Group
Methods TotalMean GroupMean ILM InnerRPEDC OBM GroupMean ILM InnerRPEDC OBM
Method comparison: MASD (mean absolute surface distance) ± standard deviation ( μm ) a
G-OSC [5] 3.85 ± 0.16 4.56 ± 0.35 4.43 ± 0.71 9.33 ± 1.74
CNN-S [44] 2.88 ± 0.22 4.14 ± 0.32 3.43 ± 0.35 5.92 ± 0.84
CNN-S-2 [25] 4.07 ± 0.55 3.36 ± 0.23 3.84 ± 0.58 4.97 ± 1.01 5.20 ± 1.58 3.71 ± 0.77 6.07 ± 1.84 5.58 ± 1.80
FCRN [30] b 2.78 ± 3.31 1.24 ± 0.51 2.06 ± 1.51 2.28 ± 0.36 1.73 ± 2.50 3.09 ± 2.09 4.94 ± 5.35
Hybrid2D3D [30] 2.71 ± 2.25 1.26 ± 0.47 2.10 ± 1.36 2.40 ± 0.39 1.76 ± 2.39 3.04 ± 1.79 4.43 ± 2.68
Ours 1.88 ± 1.96 1.41 ± 0.89 0.55 ± 0.41 1.57 ± 0.90 2.10 ± 0.45 2.08 ± 2.25 1.38 ± 3.17 1.80 ± 1.10 3.06 ± 1.61

Ablation Experiment: MASD ± standard deviation ( μm )
OursWithoutDDP 1.90 ± 2.10 1.43 ± 0.93 0.56 ± 0.24 1.64 ± 1.06 2.10 ± 0.46 2.10 ± 2.42 1.47 ± 3.65 1.83 ± 1.04 3.00 ± 1.45

Ablation p-values analysis for the MASD errors
Ours vs. OursWithoutDDP 1.43e-08 1.06e-13 3.23e-02 3.82e-24 9.78e-01 6.81e-04 9.23e-26 1.00e-03 2.24e-23
a

Bold fonts indicate the best in its column. “-” indicates no reported results in the corresponding literature.

b

The results were obtained from the re-implementation of FCRN in Ref. [30].