Brain Disorder Classification on ABIDE-240 (5-fold CV) benchmark leaderboard · SOTA2 Research

Brain Disorder Classification on ABIDE-240 (5-fold CV)

71.33AccuracyDeCI

Evaluation Results

Method	Links
DeCI2026.02		71.33	75.31	71.14	69.79	72.15	71.94
BrainOOD2026.02		67.17	72.16	66.82	64.49	67.06	67.54
iTransformer2026.02		66.83	72.21	66.79	64.39	64.67	66.98
Leddam2026.02		66.5	72.7	66.3	63.53	64.08	66.62
BrainNetTF2026.02		63.5	70.82	63.2	59.22	62	63.75
PSCRAttn2026.02		61.33	63.94	60.86	55.06	60.93	60.42
MVHO2026.02		60.17	63.99	59.62	54.05	56.84	58.93
TimeMixer2026.02		59	60.86	59.08	51.83	59.56	58.07
PatchTST2026.02		58.83	53.31	58	50.37	57.86	55.67
TimesNet2026.02		57.67	60.03	57.38	48.72	58.3	56.42
TSMixer2026.02		56.67	50.57	55.83	45.95	56.41	53.09
ModernTCN2026.02		56.33	59.31	56.5	46.89	56.28	55.06
BrainTGL2026.02		55.5	49.9	54.74	45.44	51.79	51.47
SVM2026.02		54.21	55.96	49.17	53.66	48.22	52.24
Random Forest2026.02		53.83	54.41	54.02	53.28	56.81	54.47
STAGIN2026.02		52.33	30.62	51.87	37.16	46.49	43.69
MDGL2026.02		51.5	27.31	50.67	34.94	47.72	42.43
SimMVF2026.02		51.17	45.36	51.03	42.71	51.03	48.26