BB
BenchBoard

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

Task Evidence

CHIMERA2025 · brs_risk_group (CHIMERA2025__BRS)

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 DiseasebladderH&EAnchor evidence

Task metadata

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

cls
Identity
task_key
CHIMERA2025__BRS
dataset_name
CHIMERA2025
task_name
brs_risk_group
task_type
cls
Taxonomy
task_family_l1
Risk, Response & Prognosis
task_family_l2
Treatment Response & Residual Disease
label_structure
multiclass
num_classes
3
labels
{"0": "BRS2", "1": "BRS3", "2": "BRS1"}
Biology
organ
bladder
stain
H&E
specimen_type
resection
timepoint
pre_treatment
disease
膀胱癌
Scale & Labels
patient_n
131
slide_n
131
label_source
molecular_omics
label_visibility
indirect
Result Evidence
result_tier
Anchor
result_quality_score
93.4
result_flags
result_tier_reason
Clear model separation: significant-win density 0.255.Difficulty sits in a usable range: best mean 0.733.
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Similar tasks

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