# Patient Level Fracture Recognition on Private Dataset Source: [Patient Level Fracture Recognition on Private Dataset]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:32.496Z Evaluation of model performance for recognizing patient-level fractures using the Private Dataset, reporting Accuracy, ROC-AUC, and F1 Score. 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 | Patient Level Fracture Recognition | | Dataset (including any stated split) | Private Dataset | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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. - [ROC-AUC](): Higher is better; unit: SCALAR. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Tomita et al. | 0.892 | Not recorded | 6971af3ae25ad2fa9d1edc13 | | Bhavya et al. | 0.83 | Not recorded | 6971af3ae25ad2fa9d1edc13 | | Salehinejad et al. | 0.7092 | Not recorded | 6971af3ae25ad2fa9d1edc13 | ### Tomita et al. Accuracy: 0.892. Result ID: 69979d2f5698665ec4f3168a. [Reporting paper]() Recorded evaluation configuration: {"Test Set Size":"129 Patients"}. This record does not assert independent reproduction. ### Bhavya et al. Accuracy: 0.83. Result ID: 69979d2f5698665ec4f31688. [Reporting paper]() Recorded evaluation configuration: {"Test Set Size":"14 Patients","Major Drawback":"Very small test set"}. This record does not assert independent reproduction. ### Salehinejad et al. Accuracy: 0.7092. Result ID: 69979d2f5698665ec4f3168b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Test Set Size":"208 Patients"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.