# Image Classification on QaTa-Cov19 (test) Source: [Image Classification on QaTa-Cov19 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-06T07:17:12.041Z Evaluation of Image Classification performance on the test split of the QaTa-Cov19 dataset, reporting class-specific Accuracy, Sensitivity, and Specificity. 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 | Image Classification | | Dataset (including any stated split) | QaTa-Cov19 (test) | | Metric | Bacterial Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Bacterial Accuracy](): Higher is better; unit: PERCENT. - [Viral Accuracy](): Higher is better; unit: PERCENT. - [Normal Accuracy](): Higher is better; unit: PERCENT. - [Covid-19 Accuracy](): Higher is better; unit: PERCENT. - [Bacterial Sensitivity](): Higher is better; unit: PERCENT. - [Viral Sensitivity](): Higher is better; unit: PERCENT. - [Normal Sensitivity](): Higher is better; unit: PERCENT. - [Covid-19 Sensitivity](): Higher is better; unit: PERCENT. - [Bacterial Specificity](): Higher is better; unit: PERCENT. - [Viral Specificity](): Higher is better; unit: PERCENT. - [Normal Specificity](): Higher is better; unit: PERCENT. - [Covid-19 Specificity](): Higher is better; unit: PERCENT. ## Recorded results | Method | Bacterial Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CRC | 82 | Not recorded | 68fa67761e209131cea167ac | | CSEN2 | 79.4 | Not recorded | 68fa67761e209131cea167ac | | CSEN1 | 79.3 | Not recorded | 68fa67761e209131cea167ac | | NN | 77.7 | Not recorded | 68fa67761e209131cea167ac | | SVM | 77.1 | Not recorded | 68fa67761e209131cea167ac | | ReconNET | 76.5 | Not recorded | 68fa67761e209131cea167ac | | MLP | 76.1 | Not recorded | 68fa67761e209131cea167ac | ### CRC Bacterial Accuracy: 82. Result ID: 69faeaf247f34ce924dd6a4b. [Reporting paper]() Recorded evaluation configuration: {"Computation time (sec)":"40.7878"}. This record does not assert independent reproduction. ### CSEN2 Bacterial Accuracy: 79.4. Result ID: 69faeaf247f34ce924dd6a4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of trainable parameters":"16,297","Computation time (sec)":"0.2272"}. This record does not assert independent reproduction. ### CSEN1 Bacterial Accuracy: 79.3. Result ID: 69faeaf247f34ce924dd6a4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of trainable parameters":"11,089","Computation time (sec)":"0.2196"}. This record does not assert independent reproduction. ### NN Bacterial Accuracy: 77.7. Result ID: 69faeaf247f34ce924dd6a48. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SVM Bacterial Accuracy: 77.1. Result ID: 69faeaf247f34ce924dd6a49. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReconNET Bacterial Accuracy: 76.5. Result ID: 69faeaf247f34ce924dd6a4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of trainable parameters":"22,914","Computation time (sec)":"0.2993"}. This record does not assert independent reproduction. ### MLP Bacterial Accuracy: 76.1. Result ID: 69faeaf247f34ce924dd6a4a. [Reporting paper]() Recorded evaluation configuration: {"Number of trainable parameters":"672,836","Computation time (sec)":"0.2935"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.