ECG Heartbeat Classification on MIT-BIH benchmark leaderboard · SOTA2 Research

ECG Heartbeat Classification on MIT-BIH

99.54AccuracyMambaCapsule

Evaluation Results

Method	Links
MambaCapsule2024.07		99.54	99.86	98.98	95.07	72.12	95.7	99.92	98.2	97.8	99.84	75.31	91.73	99.95	99.56	99.56	99.97
El-Ghaish and Eldele2024.07		99.35	99.46	99.36	—	86.91	91.67	—	97.65	95.74	—	82.68	91.3	—	99.06	99.3	—
Hammad et al.2024.07		98	98.4	99.4	95.3	90	79.1	99.2	95.1	91.8	99.3	88.8	91.1	99.7	33.3	25	99.9
Xia et al.2024.07		97.66	97.35	96.47	71.09	70.26	82.9	99.44	73.92	71.67	96.42	13.4	30.41	99.08	—	—	99.98
Acharya et al.2024.07		97.37	91.64	85.17	96.01	89.04	94.76	98.77	94.07	95.05	98.74	95.21	94.69	98.67	97.39	98.4	99.61
Chen et al.2024.07		96.77	99.15	97.81	81.96	63.9	76.1	99.23	88.84	96.78	99.8	47.68	54.25	99.68	—	—	—
Wang et al.2024.07		96.72	95.05	98.35	87.07	90.25	43.5	95.5	84.13	89.52	99.32	1.29	5.32	99.82	—	—	—
Sellami and Hwang2024.07		95.33	88.51	98.8	91.3	82.04	30.44	92.8	92.05	72.13	97.54	68.3	26.58	98.52	14.29	50	95.33
Marinho et al.2024.07		94.3	99	—	57.6	2.7	—	99.8	87.8	—	99.4	49.5	—	99.6	—	—	94.3
Shi et al.2024.07		92.07	92.13	99.45	95.64	91.67	46.22	95.51	95.12	88.09	99.04	61.6	15.16	97.12	—	—	—
Li et al.2024.07		91.44	91.81	98.92	91.65	95.15	90.11	93.62	89.05	35.41	99.21	32.22	20.36	98.93	—	—	91.44
Dias et al.2024.07		90.29	79.64	99.51	98.09	91.32	40.34	94.81	87.26	93.15	99.55	81.14	4.5	86.24	—	—	—