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Medical Time Series Classification on PTB-XL 5-Classes (test)

0.7353Accuracy

TeCh

Updated 1mo ago

Evaluation Results

Method	Links
TeCh 2026.02		0.7353	0.6592	0.6061	0.6244	0.9003	0.6719	0.6995
PatchTST 2026.02		0.7323	0.657	0.6082	0.6261	0.8974	0.6732	0.699
Medformer 2026.02		0.7287	0.6414	0.606	0.6202	0.8966	0.6639	0.6928
MTST 2026.02		0.7214	0.6384	0.6001	0.6143	0.8897	0.6583	0.687
Reformer 2026.02		0.7172	0.6312	0.592	0.6069	0.888	0.6472	0.6804
Informer 2026.02		0.7143	0.6264	0.5912	0.6044	0.8865	0.6476	0.6784
Transformer 2026.02		0.7059	0.6157	0.5762	0.5905	0.8821	0.6336	0.6673
Nonformer 2026.02		0.7056	0.6157	0.5775	0.591	0.8832	0.634	0.6678
iTransformer 2026.02		0.6928	0.5959	0.5462	0.562	0.8671	0.6027	0.6444
Autoformer 2026.02		0.6168	0.516	0.491	0.4885	0.8204	0.5193	0.5753
FEDformer 2026.02		0.572	0.5238	0.4904	0.4789	0.8213	0.5231	0.5683