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

Brain Disorder Classification on TaoWu Five-fold (cross-val)

86.5AccuracyDeCI

Evaluation Results

Method	Links
DeCI2026.02		86.5	88.93	86.5	86.17	88.5	87.32
iTransformer2026.02		84.5	87.48	84.5	83.04	83.75	84.65
BrainOOD2026.02		78	81.02	78	76.3	80	78.66
Leddam2026.02		75	77.56	75	72.34	74.75	74.93
BrainNetTF2026.02		72.5	77.52	72.5	69.94	69	72.29
PSCRAttn2026.02		71	76.34	71	67.24	67.75	70.67
ModernTCN2026.02		66.5	63.71	66.5	59.56	62.88	63.83
TimeMixer2026.02		66	60.55	66	59.05	66.25	63.57
MVHO2026.02		65.5	65.98	65.5	61.23	66.87	65.02
TSMixer2026.02		65	62.78	65	58.76	62.5	62.81
TimesNet2026.02		64.5	58.3	64.5	56.63	62.5	61.29
Random Forest2026.02		58.5	60.34	58.5	55.94	61.5	58.96
BrainTGL2026.02		57.5	45.9	57.5	46.33	56.5	52.75
STAGIN2026.02		57.5	43.95	57.5	46.09	57.22	52.45
PatchTST2026.02		56	39.36	56	42.52	56.13	50
SVM2026.02		53.61	55.41	52.14	53.33	55	53.9
MDGL2026.02		52	29.74	52	36.41	48	43.63
SimMVF2026.02		51.5	39.92	51.5	41.94	51.5	47.27