Task Evidence
BCNB · histologic_grade (BCNB__Histological_grading)
Diagnostic Pathology / Histologic Grading & Dysplasia Severity
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 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia SeveritybreastH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- BCNB__Histological_grading
- dataset_name
- BCNB
- task_name
- histologic_grade
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Histologic Grading & Dysplasia Severity
- label_structure
- ordinal
- num_classes
- 3
- labels
- {"0": 1, "1": 2, "2": 3}
Biology
- organ
- breast
- stain
- H&E
- specimen_type
- biopsy
- timepoint
- pre_treatment
- disease
- 乳腺癌
Scale & Labels
- patient_n
- 924
- slide_n
- 924
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 94.9
- result_flags
- —
- result_tier_reason
- Stable split behavior: median std 0.037.Clear model separation: significant-win density 0.396.Difficulty sits in a usable range: best mean 0.805.
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Similar tasks
Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.
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