# Breast cancer tumor subtyping on BRACS RoI (test) Source: [Breast cancer tumor subtyping on BRACS RoI (test)]() Collection index: [llms.txt]() Data updated: 2026-03-04T09:06:06.837Z Evaluation of breast cancer tumor subtyping performance on the test split of the BRACS RoI dataset, measured using 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 | Breast cancer tumor subtyping | | Dataset (including any stated split) | BRACS 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 | 65.89 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | GrapHist | 64.31 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | GrapHist | 64.28 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 61.67 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 55.37 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 55.32 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 54.81 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 49.13 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 48.06 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 23.86 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 23.35 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 19.63 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 18.78 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 17.98 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 15.34 | Not recorded | 69a66bde2d603e6de3e3ccc6 | ### GrapHist AUPRC: 65.89. Result ID: 69a7f5f46dbb7075b94cfcb1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### GrapHist AUPRC: 64.31. Result ID: 69a7f5f46dbb7075b94cfcb0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### GrapHist AUPRC: 64.28. Result ID: 69a7f5f46dbb7075b94cfcb2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 61.67. Result ID: 69a7f5f46dbb7075b94cfcae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 55.37. Result ID: 69a7f5f46dbb7075b94cfcad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 55.32. Result ID: 69a7f5f46dbb7075b94cfcaf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 54.81. Result ID: 69a7f5f46dbb7075b94cfcab. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 49.13. Result ID: 69a7f5f46dbb7075b94cfcaa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 48.06. Result ID: 69a7f5f46dbb7075b94cfcac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 23.86. Result ID: 69a7f5f46dbb7075b94cfca8. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 23.35. Result ID: 69a7f5f46dbb7075b94cfca5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 19.63. Result ID: 69a7f5f46dbb7075b94cfca4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 18.78. Result ID: 69a7f5f46dbb7075b94cfca9. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 17.98. Result ID: 69a7f5f46dbb7075b94cfca6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 15.34. Result ID: 69a7f5f46dbb7075b94cfca7. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.