Medical Time Series Classification on PTB-XL 5-Classes (test) benchmark leaderboard · SOTA2 Research

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

0.7353AccuracyTeCh

Evaluation Results

Method	Links
TeCh2026.02		0.7353	0.6592	0.6061	0.6244	0.9003	0.6719	0.6995
PatchTST2026.02		0.7323	0.657	0.6082	0.6261	0.8974	0.6732	0.699
Medformer2026.02		0.7287	0.6414	0.606	0.6202	0.8966	0.6639	0.6928
MTST2026.02		0.7214	0.6384	0.6001	0.6143	0.8897	0.6583	0.687
Reformer2026.02		0.7172	0.6312	0.592	0.6069	0.888	0.6472	0.6804
Informer2026.02		0.7143	0.6264	0.5912	0.6044	0.8865	0.6476	0.6784
Transformer2026.02		0.7059	0.6157	0.5762	0.5905	0.8821	0.6336	0.6673
Nonformer2026.02		0.7056	0.6157	0.5775	0.591	0.8832	0.634	0.6678
iTransformer2026.02		0.6928	0.5959	0.5462	0.562	0.8671	0.6027	0.6444
Autoformer2026.02		0.6168	0.516	0.491	0.4885	0.8204	0.5193	0.5753
FEDformer2026.02		0.572	0.5238	0.4904	0.4789	0.8213	0.5231	0.5683