Table 5.

Ablation study on the combination of CNN method and Swin Transformer method.

Encoder		Decoder
Efficient	Swin	CNN	Swin transformer	Dice↑	HD↓	Aorta	Gallbladder	Kidney(L)	Kidney(R)	Liver	Pancreas	Spleen	Stomach
net-block	transformer	decoder	decoder
✓		✓		78.86	28.86	87.72	62.19	83.11	76.67	94.49	56.61	89.48	80.58
✓			✓	79.93	26.88	87.90	68.09	83.89	76.05	94.42	62.95	87.32	78.86
✓		✓	✓	80.34	22.53	88.67	67.38	83.95	77.01	95.12	60.06	88.76	81.77
	✓	✓		77.55	31.03	86.14	63.49	81.59	75.82	93.68	54.61	90.19	74.87
	✓		✓	79.13	21.55	85.47	66.53	83.28	79.61	94.29	56.58	90.66	76.60
	✓	✓	✓	79.38	22.34	87.60	62.53	84.86	80.54	94.42	58.75	90.64	75.66
✓	✓	✓		79.47	29.19	87.71	66.21	81.64	74.69	94.65	61.61	89.19	80.02
✓	✓		✓	80.41	27.33	86.74	71.19	84.32	77.29	94.30	60.63	89.2	79.64
✓	✓	✓	✓	80.61	21.04	88.36	67.45	84.44	77.13	95.24	61.52	90.03	80.74

The symbol ↑ means the higher value, the better.

The symbol ↓ means the lower value, the better.

Bold font to highlight the optimal values.