Table 1. Open in new tab The results of... | Oxford Academic

Table 1.

Open in new tab

The results of the ablation study.

Method*	MSE	RMSE	$R^{2}$	PCC	Running time (s)
DGSSynADR	92.44	9.61	0.52	0.73	3581
DGSSynADR-MSE	117.50	10.84	0.43	0.67	4496
DGSSynADR-fps	170.53	13.06	0.09	0.33	2992
DGSSynADR-NOPPI	115.53	10.75	0.44	0.67	38
DGSSynADR-GNN	159.06	12.61	0.16	0.40	969
DGSSynADR-GAT	122.53	11.07	0.35	0.64	9947
DGSSynADR-LRGA-m4	117.49	10.84	0.41	0.67	41
DGSSynADR-MLP	180.90	13.45	0.13	0.36	33

Method*	MSE	RMSE	$R^{2}$	PCC	Running time (s)
DGSSynADR	92.44	9.61	0.52	0.73	3581
DGSSynADR-MSE	117.50	10.84	0.43	0.67	4496
DGSSynADR-fps	170.53	13.06	0.09	0.33	2992
DGSSynADR-NOPPI	115.53	10.75	0.44	0.67	38
DGSSynADR-GNN	159.06	12.61	0.16	0.40	969
DGSSynADR-GAT	122.53	11.07	0.35	0.64	9947
DGSSynADR-LRGA-m4	117.49	10.84	0.41	0.67	41
DGSSynADR-MLP	180.90	13.45	0.13	0.36	33

The highest values are highlighted in bold.

Table 1.

Open in new tab

The results of the ablation study.

Method*	MSE	RMSE	$R^{2}$	PCC	Running time (s)
DGSSynADR	92.44	9.61	0.52	0.73	3581
DGSSynADR-MSE	117.50	10.84	0.43	0.67	4496
DGSSynADR-fps	170.53	13.06	0.09	0.33	2992
DGSSynADR-NOPPI	115.53	10.75	0.44	0.67	38
DGSSynADR-GNN	159.06	12.61	0.16	0.40	969
DGSSynADR-GAT	122.53	11.07	0.35	0.64	9947
DGSSynADR-LRGA-m4	117.49	10.84	0.41	0.67	41
DGSSynADR-MLP	180.90	13.45	0.13	0.36	33

Method*	MSE	RMSE	$R^{2}$	PCC	Running time (s)
DGSSynADR	92.44	9.61	0.52	0.73	3581
DGSSynADR-MSE	117.50	10.84	0.43	0.67	4496
DGSSynADR-fps	170.53	13.06	0.09	0.33	2992
DGSSynADR-NOPPI	115.53	10.75	0.44	0.67	38
DGSSynADR-GNN	159.06	12.61	0.16	0.40	969
DGSSynADR-GAT	122.53	11.07	0.35	0.64	9947
DGSSynADR-LRGA-m4	117.49	10.84	0.41	0.67	41
DGSSynADR-MLP	180.90	13.45	0.13	0.36	33

The highest values are highlighted in bold.