# Identifying shifted features on COVID-19 Sparse Simulation Source: [Identifying shifted features on COVID-19 Sparse Simulation]() Collection index: [llms.txt]() Data updated: 2026-05-29T07:32:40.788Z Evaluation of model performance on identifying shifted features using the COVID-19 Sparse Simulation dataset, measured by AUC. 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 | Identifying shifted features | | Dataset (including any stated split) | COVID-19 Sparse Simulation | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | SGShift-K | 99 | Not recorded | 68fa78df1e209131cea7af15 | | SGShift-K | 97 | Not recorded | 68fa78df1e209131cea7af15 | | SGShift-A | 88 | Not recorded | 68fa78df1e209131cea7af15 | | SGShift | 86 | Not recorded | 68fa78df1e209131cea7af15 | | SGShift | 85 | Not recorded | 68fa78df1e209131cea7af15 | | SHAP | 81 | Not recorded | 68fa78df1e209131cea7af15 | | SGShift-A | 80 | Not recorded | 68fa78df1e209131cea7af15 | | Diff | 78 | Not recorded | 68fa78df1e209131cea7af15 | | Diff | 77 | Not recorded | 68fa78df1e209131cea7af15 | | SHAP | 77 | Not recorded | 68fa78df1e209131cea7af15 | | WhyShift | 76 | Not recorded | 68fa78df1e209131cea7af15 | | WhyShift | 71 | Not recorded | 68fa78df1e209131cea7af15 | ### SGShift-K AUC: 99. Result ID: 6a193fb2fbc373592c1330fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Matched"}. This record does not assert independent reproduction. ### SGShift-K AUC: 97. Result ID: 6a193fb2fbc373592c133100. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Mismatched"}. This record does not assert independent reproduction. ### SGShift-A AUC: 88. Result ID: 6a193fb2fbc373592c1330f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Matched"}. This record does not assert independent reproduction. ### SGShift AUC: 86. Result ID: 6a193fb2fbc373592c1330f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Matched"}. This record does not assert independent reproduction. ### SGShift AUC: 85. Result ID: 6a193fb2fbc373592c1330fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Mismatched"}. This record does not assert independent reproduction. ### SHAP AUC: 81. Result ID: 6a193fb2fbc373592c1330f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Matched"}. This record does not assert independent reproduction. ### SGShift-A AUC: 80. Result ID: 6a193fb2fbc373592c1330ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Mismatched"}. This record does not assert independent reproduction. ### Diff AUC: 78. Result ID: 6a193fb2fbc373592c1330f5. [Reporting paper]() Recorded evaluation configuration: {"Model Match":"Matched"}. This record does not assert independent reproduction. ### Diff AUC: 77. Result ID: 6a193fb2fbc373592c1330fb. [Reporting paper]() Recorded evaluation configuration: {"Model Match":"Mismatched"}. This record does not assert independent reproduction. ### SHAP AUC: 77. Result ID: 6a193fb2fbc373592c1330fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Match":"Mismatched"}. This record does not assert independent reproduction. ### WhyShift AUC: 76. Result ID: 6a193fb2fbc373592c1330f6. [Reporting paper]() Recorded evaluation configuration: {"Model Match":"Matched"}. This record does not assert independent reproduction. ### WhyShift AUC: 71. Result ID: 6a193fb2fbc373592c1330fc. [Reporting paper]() Recorded evaluation configuration: {"Model Match":"Mismatched"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.