BB
BenchBoard

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

Task Evidence

MBC · overall_survival (MBC__OS)

Risk, Response & Prognosis / Survival, Recurrence & Progression Outcomes

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.

survL1 · Risk, Response & PrognosisL2 · Survival, Recurrence & Progression OutcomesbreastH&EInformative evidence

Task metadata

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

surv
Identity
task_key
MBC__OS
dataset_name
MBC
task_name
overall_survival
task_type
surv
Taxonomy
task_family_l1
Risk, Response & Prognosis
task_family_l2
Survival, Recurrence & Progression Outcomes
label_structure
survival
num_classes
labels
Biology
organ
breast
stain
H&E
specimen_type
biopsy
timepoint
metastatic_or_recurrence
disease
乳腺癌
Scale & Labels
patient_n
75
slide_n
96
label_source
clinical_outcome
label_visibility
distal
Result Evidence
result_tier
Informative
result_quality_score
66.6
result_flags
floor
result_tier_reason
Clear model separation: significant-win density 0.157.Best observed mean is near the metric floor: 0.550.
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Similar tasks

Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.