Medical Time Series Classification on PTB 2-Classes benchmark leaderboard · SOTA2 Research

Medical Time Series Classification on PTB 2-Classes

85.39AccuracyTS-Fingerprint

Evaluation Results

Method	Links
TS-Fingerprint2026.04		85.39	86.01	80.87	82.41	92.99
iTransformer2026.04		83.89	88.25	76.39	79.06	91.18
Medformer2026.04		83.5	85.19	77.11	79.18	92.81
Crossformer2026.04		80.17	85.04	71.25	72.75	88.55
Informer2026.04		78.69	82.87	69.19	70.84	92.09
Nonformer2026.04		78.66	82.77	69.12	70.9	89.37
Reformer2026.04		77.96	81.72	68.2	69.65	91.13
Transformer2026.04		77.37	81.84	67.14	68.47	90.08
MTST2026.04		76.59	79.88	66.31	67.38	86.86
FEDformer2026.04		76.05	77.58	66.1	67.14	85.93
PatchTST2026.04		74.74	76.94	63.89	64.36	88.79
Autoformer2026.04		73.35	72.11	63.24	63.69	78.54