Brain Disorder Classification on ABIDE 180 (Five-fold cross-validation) benchmark leaderboard · SOTA2 Research

Brain Disorder Classification on ABIDE 180 (Five-fold cross-validation)

63.99AccuracyDeCI

Evaluation Results

Method	Links
DeCI2026.02		63.99	66.55	62.67	60.99	62.04	63.25
BrainOOD2026.02		62.54	60.73	60.24	55.87	59.2	59.72
Leddam2026.02		61.96	64.24	59.95	55.8	56.49	59.69
iTransformer2026.02		61.78	64.94	59.77	55.74	59.22	60.29
BrainNetTF2026.02		60.76	65.15	58.36	52.1	59.31	59.14
Random Forest2026.02		60.75	60.73	59.76	59.11	58.79	59.83
SVM2026.02		59.24	59.78	58.7	58.53	55.63	58.38
PatchTST2026.02		58.65	55.97	56.05	48.74	56.24	55.13
PSCRAttn2026.02		57.45	56.01	54.61	45.89	52.93	53.38
TimeMixer2026.02		57.38	52.77	54.8	45.35	57.1	53.48
BrainTGL2026.02		57.28	49.82	54.27	43.79	60.23	53.08
MVHO2026.02		57.2	55.3	54.33	45.04	51.46	52.67
TSMixer2026.02		55.68	46.03	52.61	40.94	52.78	49.61
TimesNet2026.02		54.41	32.51	50.94	36.78	52.6	45.45
STAGIN2026.02		54.31	30.39	50.56	36.15	51.11	44.5
ModernTCN2026.02		53.9	41.86	50.47	35.87	50.59	46.54
MDGL2026.02		53.81	26.91	50	34.98	50.63	43.27
SimMVF2026.02		51.78	43.5	49.79	41.63	49.79	47.3