BB
BenchBoard

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

Task Evidence

EBRAINS · idh_status (EBRAINS__idh_status)

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 AlterationsbrainH&EAnchor evidence

Task metadata

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

cls
Identity
task_key
EBRAINS__idh_status
dataset_name
EBRAINS
task_name
idh_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": "wildtype", "1": "mutant"}
Biology
organ
brain
stain
H&E
specimen_type
resection
timepoint
mixed
disease
脑肿瘤
Scale & Labels
patient_n
772
slide_n
847
label_source
molecular_omics
label_visibility
indirect
Result Evidence
result_tier
Anchor
result_quality_score
86.1
result_flags
result_tier_reason
Stable split behavior: median std 0.013.Clear model separation: significant-win density 0.419.Difficulty sits in a usable range: best mean 0.976.
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Similar tasks

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