Table 3. .

Ablation analysis. Left: Average ROI-level classification AUC for ablation analysis of the ST transformer over 10 trials. Right: Average ROI-level classification AUC for four deep learning–based models over 10 trials

Model	ABIDE	HCP	Approach	ABIDE	HCP
Without attention	0.626	0.618	ST-GCN	0.677	0.651
Without GCN	0.650	0.663	Deep-fMRI	0.649	0.640
Without spatial	0.581	0.592	MsRNN	0.668	0.654
Without temporal	0.619	0.634	ST	0.711	0.704
Full model	0.711	0.704