# COVID-19 Mortality Prediction on SnapCXR dataset (test) Source: [COVID-19 Mortality Prediction on SnapCXR dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:30.642Z Evaluation of models for predicting COVID-19 mortality using the test split of the SnapCXR dataset, reporting performance metrics such as AUC, Sensitivity, Specificity, and 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 | COVID-19 Mortality Prediction | | Dataset (including any stated split) | SnapCXR dataset (test) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [AUC](): 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 | AUC | Result date | Report paper | | --- | --- | --- | --- | | Ours | 87 | Not recorded | 68fa6c2d1e209131cea32963 | | Li et. al | 81 | Not recorded | 68fa6c2d1e209131cea32963 | | Azizi et. al | 80 | Not recorded | 68fa6c2d1e209131cea32963 | | Oh et. al | 78 | Not recorded | 68fa6c2d1e209131cea32963 | | COVIDiagnosis-Net | 78 | Not recorded | 68fa6c2d1e209131cea32963 | | DarkCovidNet | 78 | Not recorded | 68fa6c2d1e209131cea32963 | | Rahimzadeh et. al | 77 | Not recorded | 68fa6c2d1e209131cea32963 | | COVID-Net | 76 | Not recorded | 68fa6c2d1e209131cea32963 | | CNN + LSTM | 76 | Not recorded | 68fa6c2d1e209131cea32963 | ### Ours AUC: 87. Result ID: 698eea9b3a6c314849f36137. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Li et. al AUC: 81. Result ID: 698eea9b3a6c314849f36136. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Azizi et. al AUC: 80. Result ID: 698eea9b3a6c314849f36135. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Oh et. al AUC: 78. Result ID: 698eea9b3a6c314849f36131. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### COVIDiagnosis-Net AUC: 78. Result ID: 698eea9b3a6c314849f36132. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DarkCovidNet AUC: 78. Result ID: 698eea9b3a6c314849f36133. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rahimzadeh et. al AUC: 77. Result ID: 698eea9b3a6c314849f36130. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### COVID-Net AUC: 76. Result ID: 698eea9b3a6c314849f3612f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN + LSTM AUC: 76. Result ID: 698eea9b3a6c314849f36134. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.