BB
BenchBoard

Decision cockpit for pathology foundation-model benchmarking, built to move from broad coverage scans to task-level evidence.

Open a task and read the benchmark as evidence, not just as a rank table.

Browse the task catalogue by the revised L1 → L2 taxonomy, then inspect benchmark metadata, per-pipeline rankings, split-level spread, and neighbouring tasks that may share biological or operational constraints.

coverage note: 161 of 161 catalogued tasks have at least one result. Tasks without results are still browsable for metadata.

Biomarker & Molecular Profiling

73 task(s) across 3 L2 subfamilies, 73 with results

Composite Molecular & Immune Phenotypes
17 task(s)17 with results
Genomic, Epigenetic & Pathway Alterations
49 task(s)49 with results
AURORA-MBC · hla_a_alteration_statusresultsAURORA-MBC · hla_a_hypermethylation_statusresultsAURORA-MBC · mhc_alteration_statusresultsAURORA-MBC · tapbp_hypermethylation_statusresultsBrain-Mets-Lung-MRI-Path-Segs · egfr_mutation_statusresultsBrain-Mets-Lung-MRI-Path-Segs · pdl1_statusresultsCPTAC-BRCA · pik3ca_mutation_statusresultsCPTAC-BRCA · tp53_mutation_statusresultsCPTAC-CCRCC · bap1_mutation_statusresultsCPTAC-CCRCC · pbrm1_mutation_statusresultsCPTAC-CCRCC · vhl_mutation_statusresultsCPTAC-COAD · acvr2a_mutation_statusresultsCPTAC-COAD · apc_mutation_statusresultsCPTAC-COAD · arid1a_mutation_statusresultsCPTAC-COAD · kras_mutation_statusresultsCPTAC-COAD · microsatellite_instability_statusresultsCPTAC-COAD · pik3ca_mutation_statusresultsCPTAC-COAD · setd1b_mutation_statusresultsCPTAC-COAD · tp53_mutation_statusresultsCPTAC-GBM · egfr_mutation_statusresultsCPTAC-GBM · tp53_mutation_statusresultsCPTAC-HNSC · casp8_mutation_statusresultsCPTAC-LSCC · arid1a_mutation_statusresultsCPTAC-LSCC · keap1_mutation_statusresultsCPTAC-LUAD · egfr_mutation_statusresultsCPTAC-LUAD · kras_mutation_statusresultsCPTAC-LUAD · stk11_mutation_statusresultsCPTAC-LUAD · tp53_mutation_statusresultsCPTAC-PDAC · smad4_mutation_statusresultsCPTAC-UCEC · ctnnb1_mutation_statusresultsCPTAC-UCEC · pten_mutation_statusresultsDLBCL-Morphology · bcl2_fish_statusresultsDLBCL-Morphology · bcl6_fish_statusresultsEBRAINS · idh_statusresultsIPD-Brain · atrx_statusresultsIPD-Brain · idh1_r132h_statusresultsIPD-Brain · p53_statusresultsMUT-HET-RCC · bap1_mutation_statusresultsMUT-HET-RCC · pbrm1_mutation_statusresultsMUT-HET-RCC · setd2_mutation_statusresultsSURGEN · braf_mutation_statusresultsSURGEN · braf_v600e_statusresultsSURGEN · kras_mutation_statusresultsSURGEN · microsatellite_instability_statusresultsSURGEN · mismatch_repair_statusresultsSURGEN · nras_mutation_statusresultsSURGEN · ras_mutation_statusresultsVAL-BRAF-CRC · microsatellite_instability_statusresultsVAL-BRAF-CRC · mismatch_repair_statusresults
Single-Marker IHC / Receptor Expression
7 task(s)7 with results

Diagnostic Pathology

55 task(s) across 3 L2 subfamilies, 55 with results

Anatomic Staging, Invasion & Metastatic Burden
26 task(s)26 with results
Disease Entity & Histologic Diagnosis
16 task(s)16 with results
Histologic Grading & Dysplasia Severity
13 task(s)13 with results

Risk, Response & Prognosis

24 task(s) across 2 L2 subfamilies, 24 with results

Tissue / Specimen Context

9 task(s) across 1 L2 subfamilies, 9 with results