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Benchmarks
Atrial Fibrillation Detection on MIT-BIH AFIB database (AFDB)
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99.53
Sensitivity
ECGNET
91.6988
93.7319
95.765
97.7981
Dec 9, 2018
Mar 11, 2020
Jun 13, 2021
Sep 15, 2022
Dec 17, 2023
Mar 20, 2025
Jun 22, 2026
Sensitivity
Specificity
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sensitivity
Specificity
Accuracy
ECGNET
Database=AFDB, ECG seg...
2018.12
99.53
99.26
99.4
Xia, et al. (2018)
Database=AFDB, ECG seg...
2018.12
98.79
97.87
98.63
Lee, et al. (2013)
Database=AFDB, ECG seg...
2018.12
98.2
97.7
-
Jiang, et al. (2012)
Database=AFDB, ECG seg...
2018.12
98.2
97.5
-
Asgari, et al. (2015)
Database=AFDB, ECG seg...
2018.12
97
97.1
-
Huang, et al. (2011)
Database=AFDB, ECG seg...
2018.12
96.1
98.1
-
HRV+ML
Validation=CV†
2026.06
95.16
92.46
94.43
Dash, et al. (2009)
Database=AFDB, ECG seg...
2018.12
94.4
95.1
-
Tateno, et al. (2001)
Database=AFDB, ECG seg...
2018.12
94.4
97.2
-
Babaeizadeh, et al. (2009)
Database=AFDB, ECG seg...
2018.12
92
95.5
-
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