Table 2.

Model performance

	Precision	Accuracy	Recall	F1-Score
Resnet (diastole)	74.08	74.61	73.93	73.93
Resnet (systole)	77.99	77.99	77.99	77.81
Vit (diastole)	67.82	68.37	67.67	67.59
Vit (systole)	75.88	76.17	76.02	75.89
Echo	72.41	73.29	57.89	85.14
DLFFNet	82.5	82.43	91.25	82.5
Our model (diastole)	95.65	95.4	95.41	95.46
Our model (systole)	93.48	93.5	93.49	93.58
No preprocessing	92.47	92.61	93.69	92.63
No dynamic adjustment	96.68	96.39	96.73	96.34
Our model	98.59	96.79	97.22	97.97

Our model (diastole) and (systole) are single-input modes for diastolic and systolic images, respectively. No preprocessing is based on the original model without the image preprocessing process. No dynamic adjustment is based on the original model without the dynamic adjustment function in the SEM