# Breast cancer tumor subtyping on BreakHis RoI (test) Source: [Breast cancer tumor subtyping on BreakHis RoI (test)]() Collection index: [llms.txt]() Data updated: 2026-03-04T09:06:06.859Z Evaluation of Breast cancer tumor subtyping performance on the test split of the BreakHis 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) | BreakHis 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 | 96.96 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | GrapHist | 96.69 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | GrapHist | 95.69 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 95.37 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 94.23 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 94.22 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 94.1 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | MAE | 93.71 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | DINOv2 | 90.98 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 79.41 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 76.87 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-UNI | 73.11 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 67.43 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 66.39 | Not recorded | 69a66bde2d603e6de3e3ccc6 | | ACM-bio | 59.13 | Not recorded | 69a66bde2d603e6de3e3ccc6 | ### GrapHist AUPRC: 96.96. Result ID: 69a7f5f46dbb7075b94cfcc1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### GrapHist AUPRC: 96.69. Result ID: 69a7f5f46dbb7075b94cfcc0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### GrapHist AUPRC: 95.69. Result ID: 69a7f5f46dbb7075b94cfcbf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 95.37. Result ID: 69a7f5f46dbb7075b94cfcbe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 94.23. Result ID: 69a7f5f46dbb7075b94cfcba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 94.22. Result ID: 69a7f5f46dbb7075b94cfcbd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 94.1. Result ID: 69a7f5f46dbb7075b94cfcbb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### MAE AUPRC: 93.71. Result ID: 69a7f5f46dbb7075b94cfcbc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### DINOv2 AUPRC: 90.98. Result ID: 69a7f5f46dbb7075b94cfcb9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 79.41. Result ID: 69a7f5f46dbb7075b94cfcb8. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 76.87. Result ID: 69a7f5f46dbb7075b94cfcb6. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### ACM-UNI AUPRC: 73.11. Result ID: 69a7f5f46dbb7075b94cfcb7. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 67.43. Result ID: 69a7f5f46dbb7075b94cfcb3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 66.39. Result ID: 69a7f5f46dbb7075b94cfcb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"conj-ABMIL"}. This record does not assert independent reproduction. ### ACM-bio AUPRC: 59.13. Result ID: 69a7f5f46dbb7075b94cfcb4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"add-ABMIL"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.