MDD Diagnosis on REST-meta-MDD site 20 (test) benchmark leaderboard · SOTA2 Research

MDD Diagnosis on REST-meta-MDD site 20 (test)

69.25AccuracyChebyNet

Evaluation Results

Method	Links
ChebyNet2026.05		69.25	68.95	67.9	69.9
MAF2026.05		68.85	68.23	70.84	71.9
GIN2026.05		68.68	69.51	70.97	70.18
MAF2026.05		68.25	68.89	70.56	71.23
MAF2026.05		68	67.95	66.79	68.37
GN-NMA2026.05		67.88	72.25	65.95	68.83
GAT2026.05		67.87	65.51	69.97	66.18
GTN2026.05		67.09	66.3	65.68	67.69
DSAM2026.05		66.91	67.56	63.23	64.86
BrainNetCNN2026.05		66.68	67.49	67.62	66.29
GraphSAGE2026.05		65.76	64.8	72.61	64.24
GAE-FCNN2026.05		65.54	68.9	66.06	66.38
DSAM2026.05		65.33	65.96	68.65	69.1
DSAM2026.05		64.93	65.68	69.25	68.95
GN-NMA2026.05		64.88	68.25	62.95	66.48
GN-NMA2026.05		64.75	65.56	66.28	67.33
GIN2026.05		64.59	65.61	67.81	66.36
GAT2026.05		64.03	59.19	66.88	62.32
GraphSAGE2026.05		63.87	59.66	68.85	59.72
MAF2026.05		63.85	62.45	63.89	66.88
BrainNetCNN2026.05		63.59	61.32	62.31	63.77
DSAM2026.05		63.36	63.93	61.15	61.75
DSAM2026.05		63.15	64.12	65.96	67.99
MAF2026.05		63	60.66	64.88	63.86
ChebyNet2026.05		63	62.55	65.89	64.35
GTN2026.05		62.92	61.6	61.79	62.5
MAF2026.05		62.75	61.76	65.73	63.52
DSAM2026.05		62.55	63.53	66.99	67.03
GAE-FCNN2026.05		62.08	65.85	61.53	63.24
GN-NMA2026.05		61.88	62.54	64.17	63