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ResearchFormerly WizWand

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

0.8596AccuracyTeCh

Evaluation results

Method	Links
TeCh2026.02		0.8596	0.8992	0.7943	0.8197	0.9457	0.9436	0.8994
iTransformer2026.02		0.8389	0.8825	0.7639	0.7906	0.9118	0.9093	0.8463
Medformer2026.02		0.835	0.8519	0.7711	0.7918	0.9281	0.9032	0.8402
Informer2026.02		0.7869	0.8287	0.6919	0.7084	0.9209	0.9002	0.8045
Nonformer2026.02		0.7866	0.8277	0.6912	0.709	0.8937	0.8667	0.7975
Reformer2026.02		0.7796	0.8172	0.682	0.6965	0.9113	0.8842	0.7918
Transformer2026.02		0.7737	0.8184	0.6714	0.6847	0.9008	0.8722	0.7852
MTST2026.02		0.7659	0.7988	0.6631	0.6738	0.8686	0.8375	0.7613
FEDformer2026.02		0.7605	0.7758	0.661	0.6714	0.8593	0.8259	0.764
PatchTST2026.02		0.7474	0.7694	0.6389	0.6436	0.8879	0.8339	0.7502
Autoformer2026.02		0.7335	0.7211	0.6324	0.6369	0.7854	0.7425	0.6903