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Task Evidence

BCNB · molecular_subtype (BCNB__Molecular_subtype)

Biomarker & Molecular Profiling / Composite Molecular & Immune Phenotypes

Inspect benchmark evidence for one task at a time: who leads, how stable the split-level results are, and which neighbouring tasks are likely to transfer intuition.

clsL1 · Biomarker & Molecular ProfilingL2 · Composite Molecular & Immune PhenotypesbreastH&EAnchor evidence

Task metadata

Fields sourced from benchmark_main. Missing values are shown as —.

cls
Identity
task_key
BCNB__Molecular_subtype
dataset_name
BCNB
task_name
molecular_subtype
task_type
cls
Taxonomy
task_family_l1
Biomarker & Molecular Profiling
task_family_l2
Composite Molecular & Immune Phenotypes
label_structure
multiclass
num_classes
4
labels
{"0": "Luminal B", "1": "Luminal A", "2": "HER2(+)", "3": "Triple negative"}
Biology
organ
breast
stain
H&E
specimen_type
biopsy
timepoint
pre_treatment
disease
乳腺癌
Scale & Labels
patient_n
1055
slide_n
1055
label_source
derived_or_unknown
label_visibility
indirect
Result Evidence
result_tier
Anchor
result_quality_score
95.6
result_flags
—
result_tier_reason
Stable split behavior: median std 0.023.Clear model separation: significant-win density 0.447.Difficulty sits in a usable range: best mean 0.785.
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