# Breast cancer tumor subtyping on BACH RoI (test) Source: [Breast cancer tumor subtyping on BACH RoI (test)]() Collection index: [llms.txt]() Data updated: 2026-03-04T09:06:06.814Z Evaluation of Breast Cancer Tumor Subtyping performance using Area Under the Precision-Recall Curve (AUPRC) on the test split of the BACH RoI dataset. 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 | Breast cancer tumor subtyping | | Dataset (including any stated split) | BACH RoI (test) | | Metric | AUPRC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [AUPRC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUPRC | Result date | Report paper | | --- | --- | --- | --- | | GrapHist | 74.93 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | GrapHist | 74.74 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | GrapHist | 71.66 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 68.99 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 64.91 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 61.1 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 60.59 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 55.92 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 55.42 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 44.35 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 42.91 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 37.6 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 34.41 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 30.2 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 26.45 | Not recorded | 69a66bde2d603e6de3e3ccc6 | ### GrapHist AUPRC: 74.93. Result ID: 69a7f5f46dbb7075b94cfca2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### GrapHist AUPRC: 74.74. Result ID: 69a7f5f46dbb7075b94cfca1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### GrapHist AUPRC: 71.66. Result ID: 69a7f5f46dbb7075b94cfca3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 68.99. Result ID: 69a7f5f46dbb7075b94cfc9c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 64.91. Result ID: 69a7f5f46dbb7075b94cfc9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 61.1. Result ID: 69a7f5f46dbb7075b94cfc9b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 60.59. Result ID: 69a7f5f46dbb7075b94cfca0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 55.92. Result ID: 69a7f5f46dbb7075b94cfc9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 55.42. Result ID: 69a7f5f46dbb7075b94cfc9d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 44.35. Result ID: 69a7f5f46dbb7075b94cfc99. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 42.91. Result ID: 69a7f5f46dbb7075b94cfc96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 37.6. Result ID: 69a7f5f46dbb7075b94cfc98. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 34.41. Result ID: 69a7f5f46dbb7075b94cfc9a. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 30.2. Result ID: 69a7f5f46dbb7075b94cfc95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 26.45. Result ID: 69a7f5f46dbb7075b94cfc97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.