# Cough-based Tuberculosis Screening on CODA (test) Source: [Cough-based Tuberculosis Screening on CODA (test)]() Collection index: [llms.txt]() Data updated: 2026-06-17T06:51:14.321Z Evaluation of model performance for Tuberculosis screening using cough audio samples from the CODA test set, reporting Accuracy, F1-score, and 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 | Cough-based Tuberculosis Screening | | Dataset (including any stated split) | CODA (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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. - [F1 Score](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | COBALT | 88.93 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 88.26 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 88.02 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 87.65 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 87.56 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 86.92 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 86.57 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 86.47 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 86.29 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 86.05 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 85.97 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 85.93 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 85.79 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 85.67 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 85.14 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 85.09 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 84.78 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 84.38 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 84.19 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 84.19 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 83.54 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 83.52 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 83.51 | Not recorded | 6a322a31d33dfb23e783ebea | | COBALT | 82.92 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 82.43 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 82.34 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 82.26 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 81.76 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 81.67 | Not recorded | 6a322a31d33dfb23e783ebea | | Mobius addition | 79.98 | Not recorded | 6a322a31d33dfb23e783ebea | ### COBALT Accuracy: 88.93. Result ID: 6a3242cbfbc373592c2f25fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"MF + PST"}. This record does not assert independent reproduction. ### COBALT Accuracy: 88.26. Result ID: 6a3242cbfbc373592c2f25f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + PST"}. This record does not assert independent reproduction. ### COBALT Accuracy: 88.02. Result ID: 6a3242cbfbc373592c2f25f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"XCR + PST"}. This record does not assert independent reproduction. ### COBALT Accuracy: 87.65. Result ID: 6a3242cbfbc373592c2f25f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + PST"}. This record does not assert independent reproduction. ### COBALT Accuracy: 87.56. Result ID: 6a3242cbfbc373592c2f25fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"LF + PST"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 86.92. Result ID: 6a3242cafbc373592c2f25e6. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + PST"}. This record does not assert independent reproduction. ### COBALT Accuracy: 86.57. Result ID: 6a3242cbfbc373592c2f25ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + WAL"}. This record does not assert independent reproduction. ### COBALT Accuracy: 86.47. Result ID: 6a3242cbfbc373592c2f25f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + MF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 86.29. Result ID: 6a3242cafbc373592c2f25e9. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"XCR + PST"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 86.05. Result ID: 6a3242cbfbc373592c2f25ec. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"MF + PST"}. This record does not assert independent reproduction. ### COBALT Accuracy: 85.97. Result ID: 6a3242cbfbc373592c2f25f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + LF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 85.93. Result ID: 6a3242cbfbc373592c2f25eb. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"LF + PST"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 85.79. Result ID: 6a3242cafbc373592c2f25e2. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + PST"}. This record does not assert independent reproduction. ### COBALT Accuracy: 85.67. Result ID: 6a3242cbfbc373592c2f25f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"XCR + LF"}. This record does not assert independent reproduction. ### COBALT Accuracy: 85.14. Result ID: 6a3242cbfbc373592c2f25ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + XCR"}. This record does not assert independent reproduction. ### COBALT Accuracy: 85.09. Result ID: 6a3242cbfbc373592c2f25f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + XCR"}. This record does not assert independent reproduction. ### COBALT Accuracy: 84.78. Result ID: 6a3242cbfbc373592c2f25f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"XCR + MF"}. This record does not assert independent reproduction. ### COBALT Accuracy: 84.38. Result ID: 6a3242cbfbc373592c2f25f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + MF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 84.19. Result ID: 6a3242cafbc373592c2f25de. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + WAL"}. This record does not assert independent reproduction. ### COBALT Accuracy: 84.19. Result ID: 6a3242cbfbc373592c2f25f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"LF + MF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 83.54. Result ID: 6a3242cafbc373592c2f25e4. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + LF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 83.52. Result ID: 6a3242cafbc373592c2f25e1. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + MF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 83.51. Result ID: 6a3242cafbc373592c2f25e7. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"XCR + LF"}. This record does not assert independent reproduction. ### COBALT Accuracy: 82.92. Result ID: 6a3242cbfbc373592c2f25ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + LF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 82.43. Result ID: 6a3242cafbc373592c2f25e8. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"XCR + MF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 82.34. Result ID: 6a3242cafbc373592c2f25df. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + XCR"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 82.26. Result ID: 6a3242cafbc373592c2f25e3. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + XCR"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 81.76. Result ID: 6a3242cbfbc373592c2f25ea. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"LF + MF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 81.67. Result ID: 6a3242cafbc373592c2f25e5. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WAL + MF"}. This record does not assert independent reproduction. ### Mobius addition Accuracy: 79.98. Result ID: 6a3242cafbc373592c2f25e0. [Reporting paper]() Recorded evaluation configuration: {"Feature Pairs":"WHS + LF"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.