5-class ECG Classification on PTB-XL (Cross-subject) benchmark leaderboard · SOTA2 Research

5-class ECG Classification on PTB-XL (Cross-subject)

73.94AccuracySoftShape

Evaluation Results

Method	Links
SoftShape2026.05		73.94	62.97	90.59
BioFormer2026.05		73.37	62.56	90.37
Crossformer2026.05		73.3	62.59	90.02
PatchTST2026.05		73.23	62.61	89.74
Medformer2026.05		72.87	62.02	89.66
MTST2026.05		72.14	61.43	88.97
Reformer2026.05		71.72	60.69	88.8
Informer2026.05		71.43	60.44	88.65
Transformer2026.05		70.59	59.05	88.21
Nonformer2026.05		70.56	59.1	88.32
iTransformer2026.05		69.28	56.2	86.71
Autoformer2026.05		61.68	48.85	82.04
FEDformer2026.05		57.2	47.89	82.13