# Binary Hypointense Artifact Classification on Breast DWI n=1822 slices (test) Source: [Binary Hypointense Artifact Classification on Breast DWI n=1822 slices (test)]() Collection index: [llms.txt]() Data updated: 2026-03-05T06:37:14.212Z Evaluation of binary classification performance for identifying hypointense artifacts on the test split of the Breast DWI dataset (n=1822 slices). Metrics reported include Accuracy, Precision, Recall, AUROC, and AUPRC. 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 | Binary Hypointense Artifact Classification | | Dataset (including any stated split) | Breast DWI n=1822 slices (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [AUROC](): Higher is better; unit: PERCENT. - [AUPRC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DenseNet121 | 85 | Not recorded | 69a90e152d603e6de3e408c4 | ### DenseNet121 Accuracy: 85. Result ID: 69a923836dbb7075b951def8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DenseNet121"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.