BB
BenchBoard

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

Task Evidence

SURGEN · braf_v600e_status (SURGEN__BRAF)

Biomarker & Molecular Profiling / Genomic, Epigenetic & Pathway Alterations

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 · Genomic, Epigenetic & Pathway AlterationscolorectalH&EInformative evidence

Task metadata

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

cls
Identity
task_key
SURGEN__BRAF
dataset_name
SURGEN
task_name
braf_v600e_status
task_type
cls
Taxonomy
task_family_l1
Biomarker & Molecular Profiling
task_family_l2
Genomic, Epigenetic & Pathway Alterations
label_structure
binary
num_classes
2
labels
{"0": "BRAF_WT", "1": "BRAF_V600E"}
Biology
organ
colorectal
stain
H&E
specimen_type
unknown
timepoint
diagnosis
disease
结直肠癌
Scale & Labels
patient_n
218
slide_n
218
label_source
molecular_omics
label_visibility
indirect
Result Evidence
result_tier
Informative
result_quality_score
67.3
result_flags
floor
result_tier_reason
Clear model separation: significant-win density 0.115.Best observed mean is near the metric floor: 0.544.
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Similar tasks

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