BB
BenchBoard

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

Task Evidence

MBC · recist_response (MBC__Recist)

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 DiseasebreastH&EAnchor evidence

Task metadata

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

cls
Identity
task_key
MBC__Recist
dataset_name
MBC
task_name
recist_response
task_type
cls
Taxonomy
task_family_l1
Risk, Response & Prognosis
task_family_l2
Treatment Response & Residual Disease
label_structure
ordinal
num_classes
4
labels
{"0": "SD", "1": "PD", "2": "PR", "3": "CR"}
Biology
organ
breast
stain
H&E
specimen_type
biopsy
timepoint
metastatic_or_recurrence
disease
乳腺癌
Scale & Labels
patient_n
76
slide_n
97
label_source
clinical_outcome
label_visibility
distal
Result Evidence
result_tier
Anchor
result_quality_score
85.9
result_flags
result_tier_reason
Clear model separation: significant-win density 0.153.Difficulty sits in a usable range: best mean 0.651.
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Similar tasks

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