# Molecular Biomarker Prediction on BCNB 3 tasks Source: [Molecular Biomarker Prediction on BCNB 3 tasks]() Collection index: [llms.txt]() Data updated: 2026-03-24T10:36:32.480Z Evaluation of models performing Molecular Biomarker Prediction using the BCNB 3 tasks dataset, reporting AUROC scores. 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 | Molecular Biomarker Prediction | | Dataset (including any stated split) | BCNB 3 tasks | | Metric | AUROC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | CLAM | 84.98 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Mean | 84.46 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ABMIL | 84.26 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Max | 84 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Trans. | 83.74 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ILRA | 83.27 | Not recorded | 69c21ad70636e5bf4afc4d7e | | CLAM | 83.1 | Not recorded | 69c21ad70636e5bf4afc4d7e | | TransMIL | 82.97 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Max | 82.91 | Not recorded | 69c21ad70636e5bf4afc4d7e | | DSMIL | 82.73 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Mean | 82.69 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ABMIL | 81.97 | Not recorded | 69c21ad70636e5bf4afc4d7e | | DSMIL | 81.3 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ILRA | 81.03 | Not recorded | 69c21ad70636e5bf4afc4d7e | | TransMIL | 80.76 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Trans. | 80.36 | Not recorded | 69c21ad70636e5bf4afc4d7e | ### CLAM AUROC: 84.98. Result ID: 69c2692647f34ce924aa5fd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### Mean AUROC: 84.46. Result ID: 69c2692647f34ce924aa5fdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### ABMIL AUROC: 84.26. Result ID: 69c2692647f34ce924aa5fd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### Max AUROC: 84. Result ID: 69c2692647f34ce924aa5fdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### Trans. AUROC: 83.74. Result ID: 69c2692647f34ce924aa5fd7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### ILRA AUROC: 83.27. Result ID: 69c2692647f34ce924aa5fd9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### CLAM AUROC: 83.1. Result ID: 69c2692647f34ce924aa5fd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### TransMIL AUROC: 82.97. Result ID: 69c2692647f34ce924aa5fd5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### Max AUROC: 82.91. Result ID: 69c2692647f34ce924aa5fdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### DSMIL AUROC: 82.73. Result ID: 69c2692647f34ce924aa5fdf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH (+Ours)"}. This record does not assert independent reproduction. ### Mean AUROC: 82.69. Result ID: 69c2692647f34ce924aa5fda. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### ABMIL AUROC: 81.97. Result ID: 69c2692647f34ce924aa5fd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### DSMIL AUROC: 81.3. Result ID: 69c2692647f34ce924aa5fde. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### ILRA AUROC: 81.03. Result ID: 69c2692647f34ce924aa5fd8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### TransMIL AUROC: 80.76. Result ID: 69c2692647f34ce924aa5fd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### Trans. AUROC: 80.36. Result ID: 69c2692647f34ce924aa5fd6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.