BB
BenchBoard

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

Task Evidence

PTRC-HGSOC · sample_origin_type (PTRC-HGSOC__Tumor_type)

Tissue / Specimen Context / Tissue/Specimen Origin & Sampling Context

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 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling ContextovaryH&EAnchor evidence

Task metadata

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

cls
Identity
task_key
PTRC-HGSOC__Tumor_type
dataset_name
PTRC-HGSOC
task_name
sample_origin_type
task_type
cls
Taxonomy
task_family_l1
Tissue / Specimen Context
task_family_l2
Tissue/Specimen Origin & Sampling Context
label_structure
binary
num_classes
2
labels
{"0": "Metastatic", "1": "Primary"}
Biology
organ
ovary
stain
H&E
specimen_type
biopsy
timepoint
pre_treatment
disease
卵巢癌
Scale & Labels
patient_n
158
slide_n
347
label_source
clinical_baseline
label_visibility
indirect
Result Evidence
result_tier
Anchor
result_quality_score
81.3
result_flags
result_tier_reason
Clear model separation: significant-win density 0.347.Difficulty sits in a usable range: best mean 0.934.
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Similar tasks

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