Brain Disorder Classification on ABIDE-300 (Five-fold cross-val) benchmark leaderboard · SOTA2 Research

Brain Disorder Classification on ABIDE-300 (Five-fold cross-val)

69.47AccuracyDeCI

Evaluation Results

Method	Links
DeCI2026.02		69.47	72.86	67.19	65.3	66.68	68.3
Leddam2026.02		67.54	71.94	65.16	63.67	64.5	66.56
BrainNetTF2026.02		65.22	70.61	61.93	58.57	61.34	63.53
iTransformer2026.02		64.32	69.44	61.07	57.38	56.15	61.67
SVM2026.02		64.2	65.96	62.01	61.2	64.93	63.66
BrainOOD2026.02		61.33	56.07	57.07	49.15	57.9	56.3
BrainTGL2026.02		60.59	50.36	57.2	49.89	59.41	55.49
PSCRAttn2026.02		60.14	50.24	55.9	47.32	56.35	53.99
TimeMixer2026.02		60.14	52.64	56.22	47.76	59.24	55.2
MVHO2026.02		59.58	46.03	55.63	46.75	57.72	53.14
PatchTST2026.02		58.99	58.19	54.94	46.03	54.23	54.48
TSMixer2026.02		58.12	39.52	52.8	40.94	52.31	48.74
MDGL2026.02		56.94	31.79	51.46	38.3	44.56	44.61
STAGIN2026.02		56.68	29.98	51.17	37.49	45.26	44.12
ModernTCN2026.02		55.83	34.05	51.51	38.4	51.12	46.18
TimesNet2026.02		55.79	27.9	50	35.81	50	43.9
SimMVF2026.02		54.16	48.66	51.07	42.77	51.07	49.55
Random Forest2026.02		54.05	52.83	52.97	52.27	53.63	53.15