BB
BenchBoard

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

Task Evidence

IPD-Brain · atrx_status (IPD-Brain__ATRX)

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
IPD-Brain__ATRX
dataset_name
IPD-Brain
task_name
atrx_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": "retained", "1": "Not Retained"}
Biology
organ
brain
stain
H&E
specimen_type
unknown
timepoint
diagnosis
disease
脑肿瘤
Scale & Labels
patient_n
327
slide_n
483
label_source
ihc_fish
label_visibility
indirect
Result Evidence
result_tier
Anchor
result_quality_score
84.8
result_flags
result_tier_reason
Clear model separation: significant-win density 0.319.Difficulty sits in a usable range: best mean 0.829.
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Similar tasks

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