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

0.8596Accuracy

TeCh

Updated 1mo ago

Evaluation Results

Method	Links
TeCh 2026.02		0.8596	0.8992	0.7943	0.8197	0.9457	0.9436	0.8994
iTransformer 2026.02		0.8389	0.8825	0.7639	0.7906	0.9118	0.9093	0.8463
Medformer 2026.02		0.835	0.8519	0.7711	0.7918	0.9281	0.9032	0.8402
Informer 2026.02		0.7869	0.8287	0.6919	0.7084	0.9209	0.9002	0.8045
Nonformer 2026.02		0.7866	0.8277	0.6912	0.709	0.8937	0.8667	0.7975
Reformer 2026.02		0.7796	0.8172	0.682	0.6965	0.9113	0.8842	0.7918
Transformer 2026.02		0.7737	0.8184	0.6714	0.6847	0.9008	0.8722	0.7852
MTST 2026.02		0.7659	0.7988	0.6631	0.6738	0.8686	0.8375	0.7613
FEDformer 2026.02		0.7605	0.7758	0.661	0.6714	0.8593	0.8259	0.764
PatchTST 2026.02		0.7474	0.7694	0.6389	0.6436	0.8879	0.8339	0.7502
Autoformer 2026.02		0.7335	0.7211	0.6324	0.6369	0.7854	0.7425	0.6903