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 resultsAURORA-MBC · original_receptor_subtyperesultsAURORA-MBC · pam50_subtyperesultsAURORA-MBC · tnbc_statusresultsBCNB · molecular_subtyperesultsCPTAC-BRCA · immune_classresultsCPTAC-CCRCC · immune_classresultsCPTAC-COAD · immune_classresultsCPTAC-GBM · immune_classresultsCPTAC-HNSC · immune_classresultsCPTAC-LSCC · immune_classresultsCPTAC-LUAD · immune_classresultsCPTAC-OV · immune_classresultsCPTAC-PDAC · immune_classresultsCPTAC-UCEC · immune_classresultsDLBCL-Morphology · hans_subtyperesultsVAL-BRAF-CRC · ras_braf_molecular_subtyperesultsVAL-BRAF-CRC · tils_levelresults
Genomic, Epigenetic & Pathway Alterations
49 task(s)49 with resultsAURORA-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 resultsDiagnostic Pathology
55 task(s) across 3 L2 subfamilies, 55 with results
Anatomic Staging, Invasion & Metastatic Burden
26 task(s)26 with resultsBCNB · axillary_lymph_node_statusresultsBrain-Mets-Lung-MRI-Path-Segs · extracranial_metastasis_at_diagnosisresultsCAMELYON16 · in_situ_statusresultsCAMELYON16 · lesion_size_classresultsCAMELYON17 · lesion_size_classresultsCAMELYON17 · pathologic_n_stageresultsCHIMERA2025 · lymphovascular_invasionresultsCHIMERA2025 · tumor_substageresultsDLBCL-Morphology · tumor_stageresultsHANCOCK · lymphovascular_invasionresultsHANCOCK · perineural_invasionresultsHANCOCK · vascular_invasionresultsNLST · clinical_m_stageresultsNLST · clinical_n_stageresultsNLST · clinical_stageresultsNLST · clinical_substageresultsNLST · clinical_t_stageresultsNLST · pathologic_m_stageresultsNLST · pathologic_n_stageresultsNLST · pathologic_stageresultsNLST · pathologic_substageresultsNLST · pathologic_t_stageresultsNLST · summary_stageresultsPOST-NAT-BRCA · lymphovascular_invasionresultsSURGEN · tumor_stageresultsVAL-BRAF-CRC · lymphovascular_invasionresults
Disease Entity & Histologic Diagnosis
16 task(s)16 with resultsBRACS · coarse_diagnosisresultsBRACS · fine_diagnosisresultsBrain-Mets-Lung-MRI-Path-Segs · gpa_histology_classresultsCAMELYON16 · histology_typeresultsCAMELYON16 · tumor_presence_statusresultsCHIMERA2025 · variant_histology_statusresultsCMB · hematologic_subtyperesultsCMB · lung_cancer_subtyperesultsCPTAC-LUNG · lung_cancer_subtyperesultsDHMC-LUAD · lung_adenocarcinoma_subtyperesultsEBRAINS · diagnosisresultsEBRAINS · diagnosis_groupresultsHungarian-CRC-Screen · colorectal_cancer_statusresultsHungarian-CRC-Screen · neoplastic_statusresultsHungarian-CRC-Screen · polyp_typeresultsIPD-Brain · glioma_subtyperesults
Histologic Grading & Dysplasia Severity
13 task(s)13 with resultsBC-Therapy · histologic_graderesultsBCNB · histologic_graderesultsCPTAC-HNSC · histologic_graderesultsCPTAC-LSCC · histologic_graderesultsHANCOCK · scc_keratinizing_graderesultsHANCOCK · scc_nonkeratinizing_graderesultsIMP-Cervical · cervical_dysplasia_graderesultsIMP · cervical_dysplasia_graderesultsIPD-Brain · histologic_graderesultsNLST · differentiation_graderesultsNLST · lung_cancer_graderesultsPANDA · isup_graderesultsVAL-BRAF-CRC · histologic_graderesults
Risk, Response & Prognosis
24 task(s) across 2 L2 subfamilies, 24 with results
Survival, Recurrence & Progression Outcomes
16 task(s)16 with resultsBOEHMK · progression_free_survivalresultsCHIMERA2025 · progression_statusresultsCPTAC-CCRCC · overall_survivalresultsCPTAC-HNSC · overall_survivalresultsCPTAC-LUAD · overall_survivalresultsCPTAC-PDAC · overall_survivalresultsDLBCL-Morphology · overall_survivalresultsHANCOCK · overall_survivalresultsMBC · overall_survivalresultsSURGEN · five_year_mortality_statusresultsSURGEN · overall_survivalresultsUCLA-Lung · progression_statusresultsVAL-BRAF-CRC · overall_survivalresultsVAL-BRAF-CRC · progression_free_survivalresultsVisioMel · overall_relapse_statusresultsVisioMel · relapse_without_previous_melanomaresults
Treatment Response & Residual Disease
8 task(s)8 with resultsBC-Therapy · residual_cancer_burdenresultsCHIMERA2025 · brs_risk_groupresultsHER2-Tumor-ROIs · treatment_responseresultsMBC · recist_responseresultsNADT-Prostate · treatment_responseresultsOV-Bevacizumab · treatment_responseresultsPTRC-HGSOC · treatment_responseresultsPTRC-HGSOC · tumor_stageresults
Tissue / Specimen Context
9 task(s) across 1 L2 subfamilies, 9 with results
Tissue/Specimen Origin & Sampling Context
9 task(s)9 with resultsAURORA-MBC · sample_collection_timepointresultsAURORA-MBC · sample_origin_typeresultsCHIMERA2025 · repeat_tur_statusresultsCMB · primary_site_groupresultsCPTAC-ALL · organ_of_originresultsHANCOCK · primary_tumor_siteresultsHANCOCK · sample_origin_typeresultsPTRC-HGSOC · sample_origin_typeresultsSLN-Breast · sample_origin_typeresults