# ECG Classification on Telehealth 12-lead ECG (test) Source: [ECG Classification on Telehealth 12-lead ECG (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:15.781Z Evaluation of ECG Classification performance on the test split of the Telehealth 12-lead ECG dataset, reporting standard classification metrics. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | ECG Classification | | Dataset (including any stated split) | Telehealth 12-lead ECG (test) | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Precision](): Higher is better; unit: PERCENT. - [PPV](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [Sensitivity](): Higher is better; unit: PERCENT. - [Specificity](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | DNN | 100 | Not recorded | 68fa675c1e209131cea15dd8 | | DNN | 100 | Not recorded | 68fa675c1e209131cea15dd8 | | DNN | 94.7 | Not recorded | 68fa675c1e209131cea15dd8 | | Cardiology Resident | 90.5 | Not recorded | 68fa675c1e209131cea15dd8 | | DNN | 89.5 | Not recorded | 68fa675c1e209131cea15dd8 | | Cardiology Resident | 86.8 | Not recorded | 68fa675c1e209131cea15dd8 | | DNN | 86.7 | Not recorded | 68fa675c1e209131cea15dd8 | | DNN | 83.3 | Not recorded | 68fa675c1e209131cea15dd8 | | Medical Students | 75 | Not recorded | 68fa675c1e209131cea15dd8 | | Emergency Resident | 60.5 | Not recorded | 68fa675c1e209131cea15dd8 | ### DNN Precision: 100. Result ID: 698d31098b517eb4331fb342. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Abnormality":"Left bundle branch block (LBBB)"}. This record does not assert independent reproduction. ### DNN Precision: 100. Result ID: 698d31098b517eb4331fb344. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Abnormality":"Atrial fibrillation (AF)"}. This record does not assert independent reproduction. ### DNN Precision: 94.7. Result ID: 698d31098b517eb4331fb345. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Abnormality":"Sinus tachycardia (ST)"}. This record does not assert independent reproduction. ### Cardiology Resident Precision: 90.5. Result ID: 698d31098b517eb4331fb346. [Reporting paper]() Recorded evaluation configuration: {"Abnormality":"1dAVb","Expertise":"4th year cardiology resident"}. This record does not assert independent reproduction. ### DNN Precision: 89.5. Result ID: 698d31098b517eb4331fb341. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Abnormality":"Right bundle branch block (RBBB)"}. This record does not assert independent reproduction. ### Cardiology Resident Precision: 86.8. Result ID: 698d31098b517eb4331fb347. [Reporting paper]() Recorded evaluation configuration: {"Abnormality":"RBBB","Expertise":"4th year cardiology resident"}. This record does not assert independent reproduction. ### DNN Precision: 86.7. Result ID: 698d31098b517eb4331fb340. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Abnormality":"1st degree AV block (1dAVb)"}. This record does not assert independent reproduction. ### DNN Precision: 83.3. Result ID: 698d31098b517eb4331fb343. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Abnormality":"Sinus bradycardia (SB)"}. This record does not assert independent reproduction. ### Medical Students Precision: 75. Result ID: 698d31098b517eb4331fb349. [Reporting paper]() Recorded evaluation configuration: {"Abnormality":"AF","Expertise":"5th year medical students"}. This record does not assert independent reproduction. ### Emergency Resident Precision: 60.5. Result ID: 698d31098b517eb4331fb348. [Reporting paper]() Recorded evaluation configuration: {"Abnormality":"LBBB","Expertise":"3rd year emergency resident"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.