Psychiatric Diagnosis Classification on REST-meta-MDD (leave-one-site-out CV test) benchmark leaderboard · SOTA2 Research

Psychiatric Diagnosis Classification on REST-meta-MDD (leave-one-site-out CV test)

68.1Classification Accuracy (S1)BrainRiem

Evaluation Results

Method	Links
BrainRiem2026.06		68.1	—	77.8	61.2	74.2	65.8	70.2
NRC2026.06		62.8	—	68.8	58.9	67.1	61.4	63.7
StruRW2026.06		62.8	—	69.4	58.8	66.7	61.5	64
UDA-GCN2026.06		62.5	—	68.6	58.7	65.5	60.8	63.1
G-SFDA2026.06		61.2	—	66.8	57.8	63.3	60.6	62.6
SHOT2026.06		61.1	—	64.9	57.9	64.1	60.1	62.8
3C-GAN2026.06		59.9	—	62.5	57	61	58.3	60.7
DANN2026.06		59.3	—	60.9	57	60.4	57.3	59.5
CORAL2026.06		56.9	—	60.1	55.9	58.6	56.9	58.7
A-GCL2026.06		55.8	—	56.4	55	53.2	54.7	53.7
SPD-GNN2026.06		52	—	48	52.7	52	53	50.6
BrainGNN2026.06		52	—	51.2	54.6	54.2	54.4	54.6
SPDNet2026.06		48.2	—	44.8	52.8	47.3	52.1	49.9
BrainIB2026.04		—	70.02	—	—	—	—	—
CcSi-MHAHGEL2026.04		—	68.77	—	—	—	—	—
DIR-GNN2026.04		—	64.53	—	—	—	—	—
GAT2026.04		—	64.77	—	—	—	—	—
GCN2026.04		—	60.82	—	—	—	—	—
GIN2026.04		—	65.42	—	—	—	—	—
HL2026.04		—	70.16	—	—	—	—	—
HyBRiD2026.04		—	70.86	—	—	—	—	—
MHNet2026.04		—	71.03	—	—	—	—	—
MvHo-IB++2026.04		—	72.53	—	—	—	—	—
SIB2026.04		—	55.72	—	—	—	—	—