Table 2. Comparison with state-of-the-art 2D and 3D methods on DME dataset.

Methods	Metrics
	DSC(%)↑	Jaccard(%)	95HD	ASD
UNet [10] (2D)	78.05 ± 6.42	64.46 ± 8.84	3.61 ± 1.13	1.01 ± 0.52
UNet [33] (3D)	88.04 ± 1.54	78.68 ± 2.47	1.82 ± 0.61	0.62 ± 0.28
ResNet34[34] (3D)	89.51 ± 0.78	79.33 ± 1.51	1.41 ± 0.44	0.63 ± 0.32
UNet++[11] (2D)	81.46 ± 6.37	69.84 ± 4.12	2.03 ± 0.81	0.98 ± 0.51
RetifluidNet [19] (2D)	82.07 ± 4.07	69.79 ± 5.89	2.24 ± 0.85	0.96 ± 0.44
UNERT [27] (3D)	85.79 ± 2.81	73.22 ± 3.82	1.97 ± 0.81	0.78 ± 0.42
Swin UNETR [28] (3D)	87.14 ± 1.96	75.92 ± 3.05	1.88 ± 0.75	0.67 ± 0.36
Ours	91.04 ± 0.24	81.93 ± 0.24	1.38 ± 0.29	0.56 ± 0.27