Medical Time Series Classification on ADFTD (subject-independent) benchmark leaderboard · SOTA2 Research

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