Medical Time Series Classification on TDBrain 2-Classes (test) benchmark leaderboard · SOTA2 Research

Medical Time Series Classification on TDBrain 2-Classes (test)

93.21AccuracyTeCh

Evaluation Results

Method	Links
TeCh2026.02		93.21	93.39	93.21	93.2	98.68	98.72	95.07
Medformer2026.02		89.62	89.68	89.62	89.62	96.41	96.51	90.81
Informer2026.02		89.02	89.43	89.02	88.98	96.64	96.75	91.81
Reformer2026.02		87.92	88.64	87.92	87.85	96.3	96.4	90.02
Nonformer2026.02		87.88	88.86	87.88	87.78	97.05	96.99	91.74
Autoformer2026.02		87.33	88.06	87.33	87.26	93.81	93.32	89.02
Transformer2026.02		87.17	87.99	87.17	87.1	96.28	96.34	89.68
PatchTST2026.02		79.25	79.6	79.25	79.2	87.95	86.36	81.6
FEDformer2026.02		78.13	78.52	78.13	78.04	86.56	86.48	80.81
MTST2026.02		76.96	77.24	76.96	76.88	85.27	82.81	79.85
iTransformer2026.02		74.67	74.71	74.67	74.65	83.37	83.73	77.14