Medical Time Series Classification on UCI-HAR 6-Classes benchmark leaderboard · SOTA2 Research

Medical Time Series Classification on UCI-HAR 6-Classes

91.65AccuracyMedformer

Evaluation Results

Method	Links
Medformer2026.04		91.65	91.89	91.65	91.61	98.99
TS-Fingerprint2026.04		90.87	90.61	90.87	90.92	98.67
Informer2026.04		90.3	90.26	90.31	90.21	98.48
FEDformer2026.04		90.16	90.96	90.5	90.43	98.36
Nonformer2026.04		90.01	90.19	90.14	90.87	97.97
MTST2026.04		89.79	89.58	89.22	89.31	98.35
Crossformer2026.04		89.74	89.36	89.32	89.7	98.2
Transformer2026.04		88.86	89.03	88.86	88.8	98.08
Reformer2026.04		88.44	88.69	88.44	88.41	98.21
PatchTST2026.04		87.11	87.46	87.05	88.88	98.33
iTransformer2026.04		84.3	84.38	84.25	84.28	96.55
Autoformer2026.04		82.38	83.94	83.29	80.82	94.21