Task Evidence
BCNB · axillary_lymph_node_status (BCNB__ALN_status)
Diagnostic Pathology / Anatomic Staging, Invasion & Metastatic Burden
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 · Anatomic Staging, Invasion & Metastatic BurdenbreastH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- BCNB__ALN_status
- dataset_name
- BCNB
- task_name
- axillary_lymph_node_status
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- ordinal
- num_classes
- 3
- labels
- {"0": "N0", "1": "N+(1-2)", "2": "N+(>2)"}
Biology
- organ
- breast
- stain
- H&E
- specimen_type
- biopsy
- timepoint
- pre_treatment
- disease
- 乳腺癌
Scale & Labels
- patient_n
- 1055
- slide_n
- 1055
- label_source
- clinical_baseline
- label_visibility
- indirect
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 97
- result_flags
- —
- result_tier_reason
- Stable split behavior: median std 0.024.Clear model separation: significant-win density 0.428.Difficulty sits in a usable range: best mean 0.781.
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