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ResearchFormerly WizWand

Medical Time Series Classification on ADFTD (subject-independent)

98.66AccuracyMedMamba

Evaluation results

Method	Links
MedMamba2026.05		98.66	98.66	98.68	98.67	99.88	99.86
MedGNN2026.05		98.15	98.16	98.18	98.16	99.8	99.78
GPT4TS2026.05		97.87	97.87	97.89	97.87	99.79	99.75
TodyNet2026.05		97.23	97.26	97.24	97.24	99.72	99.64
MedFormer2026.05		95.82	95.87	95.84	95.84	99.39	99.25
PatchTST2026.05		93.98	94.03	93.99	93.99	98.71	98.39
iTransformer2026.05		90.71	90.76	90.72	90.72	97.43	96.53
MTST2026.05		83.75	84.14	83.76	83.67	94.61	90.96
FourierGNN2026.05		83.33	83.56	83.34	83.21	93.3	89.26
MedMamba2026.05		57.56	56.01	57.41	55.98	75.72	58.85
MedGNN2026.05		56.12	55.07	55.47	55	74.68	57.51
GPT4TS2026.05		54.11	47.76	46.63	44.66	67.86	49.97
MedFormer2026.05		53.27	51.02	50.71	50.65	70.93	51.21
iTransformer2026.05		52.6	46.78	47.27	46.79	67.26	49.53
KEMed2026.05		51.85	48.75	48.25	47.66	68.19	51.06
FourierGNN2026.05		49.95	43.15	44.51	43.59	62.39	45.6
MTST2026.05		45.6	44.7	45.05	44.31	65.2	45.16
TodyNet2026.05		45.18	43.82	42.48	42.22	61.08	43.82
PatchTST2026.05		43.97	42.14	41.36	41.26	59.29	41.49