Table 3.

Evaluation results of the four best validation models on the CSD test set; the best metrics are highlighted in bold

CSD	DSC	ASD	PRE (%)	SEN (%)	SPE (%)
U-Net	0.705	61.69	65.5	76.8	99.905
V-Net	0.817	0.99	80.7	82.9	99.953
UNETR	0.822	3.68	80.9	83.8	99.953
SwinUNETR	0.853	2.67	84.8	86.0	99.963

CSD Cerebrovascular segmentation dataset, MLD Middle cerebral artery M1 segment with lenticulostriate artery segmentation dataset, DSC Dice similarity coefficient, ASD Average surface distance, PRE Precision, SEN Sensitivity, SPE Specificity