# Chest X-ray Classification on COVIDx Source: [Chest X-ray Classification on COVIDx]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:36.372Z Evaluation of Chest X-ray Classification performance on the COVIDx dataset, focusing on Accuracy and Covid-19 Sensitivity. 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 | Chest X-ray Classification | | Dataset (including any stated split) | COVIDx | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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. - [Sensitivity (COVID-19)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | ViT-B-LR | 0.97 | Not recorded | 68fa73091e209131cea59f9c | | ViT-S-LR | 0.968 | Not recorded | 68fa73091e209131cea59f9c | | ViT-B | 0.953 | Not recorded | 68fa73091e209131cea59f9c | | ViT-S | 0.952 | Not recorded | 68fa73091e209131cea59f9c | | COVIDNet-CXR Large | 0.944 | Not recorded | 68fa73091e209131cea59f9c | | DN121 (MoCo v2) | 0.94 | Not recorded | 68fa73091e209131cea59f9c | | DN121 | 0.935 | Not recorded | 68fa73091e209131cea59f9c | | COVIDNet-CXR Small | 0.926 | Not recorded | 68fa73091e209131cea59f9c | ### ViT-B-LR Accuracy: 0.97. Result ID: 69928e043a6c3148490fbec9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-B/16","Rank":"0.003r"}. This record does not assert independent reproduction. ### ViT-S-LR Accuracy: 0.968. Result ID: 69928e043a6c3148490fbec7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-S/16","Rank":"0.01r"}. This record does not assert independent reproduction. ### ViT-B Accuracy: 0.953. Result ID: 69928e043a6c3148490fbec8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-B/16","Rank":"-"}. This record does not assert independent reproduction. ### ViT-S Accuracy: 0.952. Result ID: 69928e043a6c3148490fbec6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-S/16","Rank":"-"}. This record does not assert independent reproduction. ### COVIDNet-CXR Large Accuracy: 0.944. Result ID: 69928e043a6c3148490fbec3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"-","Rank":"-"}. This record does not assert independent reproduction. ### DN121 (MoCo v2) Accuracy: 0.94. Result ID: 69928e043a6c3148490fbec4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"DN121","Rank":"-"}. This record does not assert independent reproduction. ### DN121 Accuracy: 0.935. Result ID: 69928e043a6c3148490fbec5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"DN121","Rank":"-"}. This record does not assert independent reproduction. ### COVIDNet-CXR Small Accuracy: 0.926. Result ID: 69928e043a6c3148490fbec2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"-","Rank":"-"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.