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

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Task Evidence

AURORA-MBC · tnbc_status (AURORA-Metastatic-Breast-Multiomics__TNBC_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&EInformative evidence

Task metadata

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

cls
Identity
task_key
AURORA-Metastatic-Breast-Multiomics__TNBC_Subtype
dataset_name
AURORA-MBC
task_name
tnbc_status
task_type
cls
Taxonomy
task_family_l1
Biomarker & Molecular Profiling
task_family_l2
Composite Molecular & Immune Phenotypes
label_structure
binary
num_classes
2
labels
{"0": "notTNBC", "1": "TNBC"}
Biology
organ
breast
stain
H&E
specimen_type
unknown
timepoint
mixed
disease
乳腺癌
Scale & Labels
patient_n
46
slide_n
118
label_source
ihc_fish
label_visibility
indirect
Result Evidence
result_tier
Informative
result_quality_score
64.5
result_flags
—
result_tier_reason
Clear model separation: significant-win density 0.179.Difficulty sits in a usable range: best mean 0.613.
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