# Time Series Anomaly Detection on Heart Source: [Time Series Anomaly Detection on Heart]() Collection index: [llms.txt]() Data updated: 2026-03-17T09:10:30.913Z Evaluation of Time Series Anomaly Detection performance on the Heart dataset, reporting F1-score. 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 | Time Series Anomaly Detection | | Dataset (including any stated split) | Heart | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | PLDA | 85.4 | Not recorded | 68fa756b1e209131cea67c39 | | PI | 84.5 | Not recorded | 68fa756b1e209131cea67c39 | | ORIG | 84.4 | Not recorded | 68fa756b1e209131cea67c39 | | LOSS | 84.3 | Not recorded | 68fa756b1e209131cea67c39 | | PLDA | 80.2 | Not recorded | 68fa756b1e209131cea67c39 | | PLDA | 79 | Not recorded | 68fa756b1e209131cea67c39 | | LOSS | 78.3 | Not recorded | 68fa756b1e209131cea67c39 | | ORIG | 77.5 | Not recorded | 68fa756b1e209131cea67c39 | | PI | 76.2 | Not recorded | 68fa756b1e209131cea67c39 | | PI | 76.1 | Not recorded | 68fa756b1e209131cea67c39 | | LOSS | 75.7 | Not recorded | 68fa756b1e209131cea67c39 | | ORIG | 75.6 | Not recorded | 68fa756b1e209131cea67c39 | | PLDA | 75.5 | Not recorded | 68fa756b1e209131cea67c39 | | PI | 74 | Not recorded | 68fa756b1e209131cea67c39 | | ORIG | 73.8 | Not recorded | 68fa756b1e209131cea67c39 | | LOSS | 72 | Not recorded | 68fa756b1e209131cea67c39 | ### PLDA F1 Score: 85.4. Result ID: 69b91a6147f34ce924a1e7ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"NeuTral"}. This record does not assert independent reproduction. ### PI F1 Score: 84.5. Result ID: 69b91a6147f34ce924a1e7b8. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"NeuTral"}. This record does not assert independent reproduction. ### ORIG F1 Score: 84.4. Result ID: 69b91a6147f34ce924a1e7b7. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"NeuTral"}. This record does not assert independent reproduction. ### LOSS F1 Score: 84.3. Result ID: 69b91a6147f34ce924a1e7b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"NeuTral"}. This record does not assert independent reproduction. ### PLDA F1 Score: 80.2. Result ID: 69b91a6147f34ce924a1e7b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"TcnED"}. This record does not assert independent reproduction. ### PLDA F1 Score: 79. Result ID: 69b91a6147f34ce924a1e7b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"TranAD"}. This record does not assert independent reproduction. ### LOSS F1 Score: 78.3. Result ID: 69b91a6147f34ce924a1e7b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"TcnED"}. This record does not assert independent reproduction. ### ORIG F1 Score: 77.5. Result ID: 69b91a6147f34ce924a1e7af. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"TcnED"}. This record does not assert independent reproduction. ### PI F1 Score: 76.2. Result ID: 69b91a6147f34ce924a1e7b4. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"TranAD"}. This record does not assert independent reproduction. ### PI F1 Score: 76.1. Result ID: 69b91a6147f34ce924a1e7b0. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"TcnED"}. This record does not assert independent reproduction. ### LOSS F1 Score: 75.7. Result ID: 69b91a6147f34ce924a1e7b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"TranAD"}. This record does not assert independent reproduction. ### ORIG F1 Score: 75.6. Result ID: 69b91a6147f34ce924a1e7b3. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"TranAD"}. This record does not assert independent reproduction. ### PLDA F1 Score: 75.5. Result ID: 69b91a6147f34ce924a1e7be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"NCAD"}. This record does not assert independent reproduction. ### PI F1 Score: 74. Result ID: 69b91a6147f34ce924a1e7bc. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"NCAD"}. This record does not assert independent reproduction. ### ORIG F1 Score: 73.8. Result ID: 69b91a6147f34ce924a1e7bb. [Reporting paper]() Recorded evaluation configuration: {"TSAD Model":"NCAD"}. This record does not assert independent reproduction. ### LOSS F1 Score: 72. Result ID: 69b91a6147f34ce924a1e7bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"TSAD Model":"NCAD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.