Classification on ABCD-ADHD benchmark leaderboard · SOTA2 Research

Classification on ABCD-ADHD

67.26AccuracyCORE

Evaluation Results

Method	Links
CORE2026.05		67.26	—	—	—	74.31
BrainOOD2026.05		64.36	—	—	—	72.77
AFR-Net2026.01		63.75	60.86	71.67	65.5	62.38
GAT2026.05		63.32	—	—	—	70.4
GCN2026.05		63.14	—	—	—	71.75
AGMGC2026.05		63.02	—	—	—	70.86
DeCI2026.05		62.81	—	—	—	55.03
CORAL2026.05		62.55	—	—	—	69.48
RH-BrainFS2026.01		62.48	62.31	69.84	61.59	61.76
DiSCO2026.05		61.98	—	—	—	67.51
GSAT2026.05		61.16	—	—	—	71.27
GIN2026.05		60.73	—	—	—	68.97
MLP2026.01		60.42	59.67	64.17	61.75	57.55
FC-HGNN2026.05		59.1	—	—	—	71.08
IRM2026.05		59.06	—	—	—	70.4
DisC2026.05		58.83	—	—	—	69.59
NeuroPath2026.01		58.33	56.92	69.17	62.36	64.19
CEPG2026.05		57.07	—	—	—	63.11
BrainNetTF2026.05		56.91	—	—	—	68.28
MaskGNN2026.01		56.58	61.51	45.48	49.22	61.58
AGT2026.01		55.67	56.75	41.29	41.91	53.55
XG-GNN2026.05		55.66	—	—	—	71.2
Graphormer2026.01		55.28	59.72	59.97	55.19	58.79
BrainGNN2026.01		55	55.88	47.5	51.35	54.37
Cross-GNN2026.01		54.31	54.9	53.72	52.76	56.24
GAT2026.01		53.75	52.88	68.33	59.59	59.31
BQN2026.01		50.17	40.08	80	53.41	57.11
Triplet2026.01		49.63	53.15	65.75	47.91	48.84
GCN2026.01		49.17	46.76	63.33	51.28	50.81
GIN2026.01		47.92	48.46	74.17	58.31	44.37
GraphSAGE2026.01		47.92	47.72	48.33	47.81	52.6