# Electrogram reconstruction from Body Surface Potential Maps on BSPM-EGM (test) Source: [Electrogram reconstruction from Body Surface Potential Maps on BSPM-EGM (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:55.070Z Evaluation of models for Electrogram reconstruction using Body Surface Potential Maps (BSPM) data, assessed using Correlation (Corr) and Root Mean Square Error (RMSE). 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 | Electrogram reconstruction from Body Surface Potential Maps | | Dataset (including any stated split) | BSPM-EGM (test) | | Metric | Correlation | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Correlation](): Higher is better; unit: SCALAR. - [RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Correlation | Result date | Report paper | | --- | --- | --- | --- | | VAE-S | 0.214 | Not recorded | 6942392a45614693628506ee | | VAE-S | 0.207 | Not recorded | 6942392a45614693628506ee | | VAE-S | 0.198 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.186 | Not recorded | 6942392a45614693628506ee | | VAE-S | 0.183 | Not recorded | 6942392a45614693628506ee | | VAE-S | 0.175 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.175 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.169 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.166 | Not recorded | 6942392a45614693628506ee | | VAE-S | 0.16 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.16 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.16 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.156 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.151 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.146 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.138 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.132 | Not recorded | 6942392a45614693628506ee | | VAE-C | 0.116 | Not recorded | 6942392a45614693628506ee | ### VAE-S Correlation: 0.214. Result ID: 69995b775698665ec4c71a84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"25","variant":"VAE-S@k"}. This record does not assert independent reproduction. ### VAE-S Correlation: 0.207. Result ID: 69995b775698665ec4c71a82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"18","variant":"VAE-S@k"}. This record does not assert independent reproduction. ### VAE-S Correlation: 0.198. Result ID: 69995b775698665ec4c71a83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"20","variant":"VAE-S@k"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.186. Result ID: 69995b775698665ec4c71a8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"25","variant":"VAE-C@kS"}. This record does not assert independent reproduction. ### VAE-S Correlation: 0.183. Result ID: 69995b775698665ec4c71a80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10","variant":"VAE-S@k"}. This record does not assert independent reproduction. ### VAE-S Correlation: 0.175. Result ID: 69995b775698665ec4c71a81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"14","variant":"VAE-S@k"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.175. Result ID: 69995b775698665ec4c71a89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"20","variant":"VAE-C@kS"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.169. Result ID: 69995b775698665ec4c71a88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"18","variant":"VAE-C@kS"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.166. Result ID: 69995b775698665ec4c71a87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"14","variant":"VAE-C@kS"}. This record does not assert independent reproduction. ### VAE-S Correlation: 0.16. Result ID: 69995b775698665ec4c71a7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"0","variant":"VAE-S@k"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.16. Result ID: 69995b775698665ec4c71a85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"0","variant":"VAE-C@kS"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.16. Result ID: 69995b775698665ec4c71a8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"0","variant":"VAE-C@kS, kAF"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.156. Result ID: 69995b775698665ec4c71a86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10","variant":"VAE-C@kS"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.151. Result ID: 69995b775698665ec4c71a8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"14","variant":"VAE-C@kS, kAF"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.146. Result ID: 69995b775698665ec4c71a8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10","variant":"VAE-C@kS, kAF"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.138. Result ID: 69995b775698665ec4c71a8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"20","variant":"VAE-C@kS, kAF"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.132. Result ID: 69995b775698665ec4c71a8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"18","variant":"VAE-C@kS, kAF"}. This record does not assert independent reproduction. ### VAE-C Correlation: 0.116. Result ID: 69995b775698665ec4c71a90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"25","variant":"VAE-C@kS, kAF"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.