BB
BenchBoard

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

Task Evidence

CPTAC-OV · immune_class (CPTAC-OV__Immune_class)

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 PhenotypesovaryH&EInformative evidence

Task metadata

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

cls
Identity
task_key
CPTAC-OV__Immune_class
dataset_name
CPTAC-OV
task_name
immune_class
task_type
cls
Taxonomy
task_family_l1
Biomarker & Molecular Profiling
task_family_l2
Composite Molecular & Immune Phenotypes
label_structure
ordinal
num_classes
3
labels
{"0": "low", "1": "medium", "2": "high"}
Biology
organ
ovary
stain
H&E
specimen_type
resection
timepoint
pre_treatment
disease
卵巢癌
Scale & Labels
patient_n
51
slide_n
160
label_source
derived_or_unknown
label_visibility
indirect
Result Evidence
result_tier
Informative
result_quality_score
72.4
result_flags
result_tier_reason
Clear model separation: significant-win density 0.188.Difficulty sits in a usable range: best mean 0.607.
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