BB
BenchBoard

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

Task Evidence

PTRC-HGSOC · tumor_stage (PTRC-HGSOC__Tumor_Stage)

Risk, Response & Prognosis / Treatment Response & Residual Disease

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 · Risk, Response & PrognosisL2 · Treatment Response & Residual DiseaseovaryH&EInformative evidence

Task metadata

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

cls
Identity
task_key
PTRC-HGSOC__Tumor_Stage
dataset_name
PTRC-HGSOC
task_name
tumor_stage
task_type
cls
Taxonomy
task_family_l1
Risk, Response & Prognosis
task_family_l2
Treatment Response & Residual Disease
label_structure
binary
num_classes
2
labels
{"0": "refractory", "1": "sensitive"}
Biology
organ
ovary
stain
H&E
specimen_type
biopsy
timepoint
pre_treatment
disease
卵巢癌
Scale & Labels
patient_n
154
slide_n
339
label_source
clinical_outcome
label_visibility
distal
Result Evidence
result_tier
Informative
result_quality_score
70.2
result_flags
unstable
result_tier_reason
High split dispersion: median std 0.143.Clear model separation: significant-win density 0.177.Difficulty sits in a usable range: best mean 0.744.
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Similar tasks

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