Table 2.
Average | Ensemble | |||
---|---|---|---|---|
Method | ILM MAE (SD) [px] | RPE MAE (SD) [px] | ILM MAE (SD) [px] | RPE MAE (SD) [px] |
ON 4 | 0.32 (0.68) | 1.37 (2.42) | 0.23 (0.20) | 1.22 (1.74) |
OFF 4 | 0.36 (1.10) | 1.47 (3.03) | 0.25 (0.45) | 1.37 (2.54) |
ON 5 | 0.32 (0.81) | 1.39 (2.96) | 0.23 (0.30) | 1.25 (2.28) |
ON 4 scSE | 0.35 (1.28) | 1.31 (2.15) | 0.23 (0.23) | 1.12 (1.41) |
ON 4 scSE NA | 0.34 (0.88) | 1.41 (2.50) | 0.22 (0.24) | 1.17 (1.60) |
Each method was run five times with the average error and standard deviation across the five runs presented here. 4/5, number of pooling layers used; NA, no augmentations were used; ON/OFF, whether contrast enhancement was used; px, pixels; scSE, squeeze + excitation blocks were incorporated.