# ECG Classification on Chaoyang Hospital (test) Source: [ECG Classification on Chaoyang Hospital (test)]() Collection index: [llms.txt]() Data updated: 2026-03-30T07:51:40.448Z Evaluation of ECG Classification performance on the test split of the Chaoyang Hospital dataset, reporting standard metrics including Accuracy, Precision, Recall, Specificity, F1 Score, and AUROC. 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) | Chaoyang Hospital (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [Specificity](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PatchECG | 83.3 | Not recorded | 68fa7a9b1e209131cea84347 | | ECGFounder | 57.3 | Not recorded | 68fa7a9b1e209131cea84347 | | SimMTM | 48.5 | Not recorded | 68fa7a9b1e209131cea84347 | | TimeXer | 47.3 | Not recorded | 68fa7a9b1e209131cea84347 | | Medformer | 45 | Not recorded | 68fa7a9b1e209131cea84347 | ### PatchECG Accuracy: 83.3. Result ID: 69ca2b7347f34ce924b29345. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Layout":"12 x 1"}. This record does not assert independent reproduction. ### ECGFounder Accuracy: 57.3. Result ID: 69ca2b7347f34ce924b29346. [Reporting paper]() Recorded evaluation configuration: {"Layout":"12 x 1"}. This record does not assert independent reproduction. ### SimMTM Accuracy: 48.5. Result ID: 69ca2b7347f34ce924b29347. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Layout":"12 x 1"}. This record does not assert independent reproduction. ### TimeXer Accuracy: 47.3. Result ID: 69ca2b7347f34ce924b29349. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Layout":"12 x 1"}. This record does not assert independent reproduction. ### Medformer Accuracy: 45. Result ID: 69ca2b7347f34ce924b29348. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Layout":"12 x 1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.